{"meta":{"query_hash":"7948d09981de","filters":{"venue":"Communications Medicine"},"cohort_total":129,"direct_labels_cover":0,"predictions_cover":129,"exported":129,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/7948d09981de","api":"https://metacan.xera.ac/api/v1/cohort?venue=Communications+Medicine"},"results":[{"id":"W3180779372","doi":"10.1038/s43856-021-00008-0","title":"A BERT model generates diagnostically relevant semantic embeddings from pathology synopses with active learning","year":2021,"lang":"en","type":"article","venue":"Communications Medicine","topic":"COVID-19 diagnosis using AI","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Juravinski Hospital; University of Waterloo; McMaster University","funders":"","keywords":"Computer science; Artificial intelligence; Deep learning; Natural language processing; Information extraction; Context (archaeology); Semantics (computer science); Training set; Information retrieval","score_opus":0.04592017625887133,"score_gpt":0.3451619568347017,"score_spread":0.29924178057583034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3180779372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5840228,0.010741291,0.018646965,0.3838884,0.0001150534,0.00053543044,0.000029923141,0.00037451176,0.0016455856],"genre_scores_gemma":[0.93190753,0.0068807974,0.04130315,0.018027404,0.00015749692,0.00016616302,0.000722344,0.0000735439,0.0007615917],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980462,0.0003022071,0.00045675028,0.00050769205,0.00035816268,0.00032896348],"domain_scores_gemma":[0.99221116,0.004445232,0.00018066159,0.0022094953,0.0007163485,0.00023708226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027897736,0.00026652004,0.0006633924,0.0001639725,0.00035877796,0.000022614873,0.00043257893,0.00014526572,0.00023757174],"category_scores_gemma":[0.0061547174,0.0002128713,0.0000670425,0.0005147446,0.0007326568,0.00009396182,0.0004440995,0.00084352616,0.00005403223],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014329987,0.0073088044,0.08145989,0.00084008963,0.002484704,0.0048415675,0.05100489,0.019861983,0.65708953,0.010387226,0.07024148,0.09304684],"study_design_scores_gemma":[0.017933723,0.0034087508,0.07475836,0.015676001,0.0073447605,0.002061027,0.01139079,0.6814549,0.055680096,0.0052319015,0.12301207,0.0020476144],"about_ca_topic_score_codex":0.00029729027,"about_ca_topic_score_gemma":0.00026999082,"teacher_disagreement_score":0.6615929,"about_ca_system_score_codex":0.00018598141,"about_ca_system_score_gemma":0.0005609155,"threshold_uncertainty_score":0.8680639},"labels":[],"label_agreement":null},{"id":"W4205119879","doi":"10.1038/s43856-021-00065-5","title":"Functional brain activity constrained by structural connectivity reveals cohort-specific features for serum neurofilament light chain","year":2022,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Hospital for Sick Children; Occupational Cancer Research Centre; Toronto Rehabilitation Institute; University of Toronto","funders":"Foundation of the American Society of Neuroradiology; Vetenskapsrådet; Hjärnfonden; European Commission; UK Dementia Research Institute; EU Joint Programme – Neurodegenerative Disease Research; American Society of Neuroradiology; Alzheimer's Drug Discovery Foundation","keywords":"Cohort; Neuroscience; Neurofilament; Immunoglobulin light chain; Functional connectivity; Chain (unit); Medicine; Biology; Physics; Internal medicine; Immunology; Immunohistochemistry; Antibody","score_opus":0.06406235061632398,"score_gpt":0.3070008832410974,"score_spread":0.24293853262477344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205119879","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29501483,0.0020038346,0.0026353805,0.68818694,0.0027268038,0.003217889,0.0013776564,0.00045059153,0.0043860697],"genre_scores_gemma":[0.9835128,0.00012208484,0.00019144545,0.0116044795,0.00022222532,0.0013221933,0.00017721456,0.00004401134,0.0028035247],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99625605,0.0012973042,0.00041019186,0.0008401834,0.0007466684,0.00044961093],"domain_scores_gemma":[0.9789981,0.018582512,0.00034186355,0.0017742821,0.00016061994,0.00014257643],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001362302,0.00034136008,0.00051004475,0.00021656463,0.0032275808,0.000039052502,0.0010650523,0.00006505298,0.0006033974],"category_scores_gemma":[0.008638749,0.00032545294,0.00013853423,0.0007205828,0.00094855455,0.00020748365,0.0009801321,0.0007929214,0.00000864224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022615287,0.00019787179,0.0012426524,0.00001963603,0.000053297834,0.0000023627376,0.0004597893,0.00007060145,0.4247443,0.027375637,0.5425137,0.0030939768],"study_design_scores_gemma":[0.006472601,0.0018483334,0.12667468,0.000062370396,0.00013095213,0.00038935267,0.0020446859,0.0028155844,0.03155388,0.01255352,0.81430584,0.0011482174],"about_ca_topic_score_codex":0.000044368062,"about_ca_topic_score_gemma":0.000038688213,"teacher_disagreement_score":0.68849796,"about_ca_system_score_codex":0.0004195421,"about_ca_system_score_gemma":0.00010524858,"threshold_uncertainty_score":0.9999198},"labels":[],"label_agreement":null},{"id":"W4224213480","doi":"10.1038/s43856-022-00107-6","title":"Automated bone marrow cytology using deep learning to generate a histogram of cell types","year":2022,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Digital Imaging for Blood Diseases","field":"Computer Science","cited_by":112,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Juravinski Hospital; McMaster University; University of Waterloo","funders":"","keywords":"Bone marrow; Cytology; Histogram; Hematology; Pathology; Medicine; Artificial intelligence; Computer science; Internal medicine; Image (mathematics)","score_opus":0.03541178120886098,"score_gpt":0.3038375492206277,"score_spread":0.26842576801176676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224213480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6912731,0.045071065,0.17303848,0.035230394,0.001361065,0.0013949298,0.00003624618,0.0040890435,0.048505682],"genre_scores_gemma":[0.9123647,0.000026911004,0.086784504,0.00047345526,0.000010905573,0.00003499243,0.000035340476,0.000011957063,0.00025720525],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99889445,0.00023894646,0.00029152515,0.00018756739,0.00021106304,0.00017641681],"domain_scores_gemma":[0.9979175,0.00014532167,0.00016409917,0.0015423364,0.00012601902,0.00010476469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028322937,0.000094158204,0.0002074784,0.00027821463,0.00033466812,0.000020304478,0.0017954278,0.000014213547,0.00003653826],"category_scores_gemma":[0.00018261123,0.00009744634,0.000035349254,0.00094745064,0.00019069714,0.00013762094,0.0018008589,0.00016770835,0.000011805839],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011139951,0.0050837803,0.012515436,0.00033333545,0.0003432097,0.00015936894,0.033268046,0.15923476,0.45832092,0.07190782,0.033739753,0.22498217],"study_design_scores_gemma":[0.0006421884,0.00037598642,0.0007399472,0.00004228061,0.00006641805,0.00008375144,0.0005648408,0.9436688,0.0010338062,0.0006131485,0.051945645,0.0002232077],"about_ca_topic_score_codex":0.0001423967,"about_ca_topic_score_gemma":0.000009308421,"teacher_disagreement_score":0.784434,"about_ca_system_score_codex":0.00008290791,"about_ca_system_score_gemma":0.00008193854,"threshold_uncertainty_score":0.39737463},"labels":[],"label_agreement":null},{"id":"W4225718747","doi":"10.1038/s43856-022-00098-4","title":"Advances in oncolytic virotherapy","year":2022,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Virus-based gene therapy research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Oncolytic virus; Virotherapy; Medicine; Cancer; Viral therapy; Virus; Virology; Coronavirus disease 2019 (COVID-19); Internal medicine; Disease; Infectious disease (medical specialty)","score_opus":0.03694525546425282,"score_gpt":0.3872677729096586,"score_spread":0.35032251744540577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225718747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70208824,0.21136668,0.00071433646,0.026623117,0.00027152308,0.0012889495,0.000028485472,0.000053826065,0.057564836],"genre_scores_gemma":[0.9787438,0.0187825,0.00020506285,0.0010656448,0.00006548148,0.00030684957,0.00015279399,0.000016782764,0.00066108844],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990686,0.00029996043,0.00017158924,0.00015184701,0.00016603437,0.00014196789],"domain_scores_gemma":[0.99845225,0.00004438504,0.0000425927,0.0013900388,0.000029980072,0.00004074678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005577022,0.00006882906,0.00009656303,0.00009933284,0.00019476333,0.0000028161155,0.0009538611,0.000023265156,0.00033536786],"category_scores_gemma":[0.000058918566,0.00006665018,0.000023135544,0.00027526554,0.00021297764,0.000002654476,0.000356017,0.0002022804,0.00000736572],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015943653,0.0006119668,0.010246234,0.000015911126,0.000038344675,0.0000047227763,0.00080168655,0.0008279658,0.7734245,0.0010378659,0.0048193103,0.20657715],"study_design_scores_gemma":[0.001967502,0.0037375984,0.0014653801,0.000013569253,0.0000040764853,0.000012116793,0.0007191405,0.00044644516,0.006804872,0.0006515788,0.9840269,0.00015080221],"about_ca_topic_score_codex":0.000022352153,"about_ca_topic_score_gemma":0.00043269974,"teacher_disagreement_score":0.97920763,"about_ca_system_score_codex":0.000052796036,"about_ca_system_score_gemma":0.00008162895,"threshold_uncertainty_score":0.3672043},"labels":[],"label_agreement":null},{"id":"W4226110159","doi":"10.1038/s43856-022-00094-8","title":"Personalized antibiograms for machine learning driven antibiotic selection","year":2022,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Medicine; Antibiotics; Piperacillin; Intensive care medicine; Tazobactam; Medical prescription; Antimicrobial stewardship; Antibiotic resistance; Pseudomonas aeruginosa; Pharmacology; Microbiology; Imipenem; Biology","score_opus":0.03169289898127345,"score_gpt":0.2934846891022257,"score_spread":0.2617917901209522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226110159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44104356,0.3558636,0.05960022,0.09988312,0.00580694,0.006939789,0.00050827756,0.0024671103,0.027887383],"genre_scores_gemma":[0.9855827,0.0013124018,0.0013849927,0.00029732383,0.00003226683,0.000021269007,0.0012238657,0.00002114371,0.010124056],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988884,0.00037975368,0.00025273208,0.00020296877,0.0000477061,0.00022847578],"domain_scores_gemma":[0.99887854,0.00032371728,0.0001547993,0.00054126815,0.00008228094,0.00001939717],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00042288494,0.00012029013,0.00025124612,0.00014271068,0.0019534226,0.0000051310153,0.0006003773,0.000064971566,0.0007344273],"category_scores_gemma":[0.00015030781,0.00010501357,0.00008003899,0.0003692258,0.0005699912,0.000032156924,0.0002512064,0.0004996111,0.000036493533],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046899717,0.000952575,0.055309422,0.00014177215,0.0007218091,0.0000023839955,0.004875584,0.000121770805,0.8826637,0.023392152,0.019247392,0.012102432],"study_design_scores_gemma":[0.0035329899,0.0009514479,0.002771901,0.000095334144,0.00020665779,0.00010382473,0.003337987,0.0016406372,0.0037970515,0.00020848917,0.98310906,0.00024460925],"about_ca_topic_score_codex":0.0001736929,"about_ca_topic_score_gemma":0.000059759415,"teacher_disagreement_score":0.9638617,"about_ca_system_score_codex":0.00005981119,"about_ca_system_score_gemma":0.000041878277,"threshold_uncertainty_score":0.9993459},"labels":[],"label_agreement":null},{"id":"W4281606820","doi":"10.1038/s43856-022-00125-4","title":"Insights from teaching artificial intelligence to medical students in Canada","year":2022,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Queen's University; University of British Columbia","funders":"University of British Columbia","keywords":"Curriculum; Medical school; Medical education; Training (meteorology); Computer science; Artificial intelligence; Psychology; Medicine; Pedagogy; Geography","score_opus":0.22111767265880444,"score_gpt":0.47380217370460825,"score_spread":0.2526845010458038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281606820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8522995,0.0013869181,0.00073122384,0.14218302,0.00086432573,0.00060139596,0.000008346847,0.00003526259,0.001889991],"genre_scores_gemma":[0.9846356,0.0001343567,0.0006366219,0.013909788,0.00025796288,0.00015889542,0.00019061574,0.000016692038,0.00005944622],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9968614,0.0004122866,0.0008534769,0.0002763981,0.0013637226,0.00023272297],"domain_scores_gemma":[0.9969738,0.0009265,0.000098262404,0.0013917299,0.0001037167,0.0005059842],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007803875,0.00012666633,0.00031049096,0.00027028963,0.000504824,0.00001025677,0.0015046555,0.000044324694,0.001610912],"category_scores_gemma":[0.002470491,0.00011996635,0.000024725288,0.0006629623,0.00010764793,0.00004477782,0.00078183104,0.0011491087,0.00004055192],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032706867,0.0018221635,0.16565943,0.000044406934,0.00008725643,0.00015521263,0.032098707,0.0005526208,0.0010196081,0.027035715,0.015409795,0.755788],"study_design_scores_gemma":[0.00044558305,0.0023240184,0.15249789,0.0024155313,0.0002782554,0.00015629988,0.42818284,0.060179003,0.0027022902,0.072648555,0.2767345,0.0014352538],"about_ca_topic_score_codex":0.9352433,"about_ca_topic_score_gemma":0.91402274,"teacher_disagreement_score":0.75435275,"about_ca_system_score_codex":0.0016301376,"about_ca_system_score_gemma":0.00301637,"threshold_uncertainty_score":0.99930173},"labels":[],"label_agreement":null},{"id":"W4281690837","doi":"10.1038/s43856-022-00121-8","title":"Ethnic disparities in publicly-available pulse oximetry databases","year":2022,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia; University of Manitoba","funders":"","keywords":"Pulse oximetry; Ethnic group; Medicine; Affect (linguistics); Database; Computer science; Psychology; Political science","score_opus":0.11484433890080717,"score_gpt":0.31664257757097714,"score_spread":0.20179823867016997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281690837","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33270702,0.34744707,0.0071512144,0.016275186,0.0047261603,0.0020922301,0.0004309879,0.002919029,0.2862511],"genre_scores_gemma":[0.9950196,0.0020863246,0.0016418371,0.00013865184,0.000093678944,0.00030506117,0.00027357612,0.000039651855,0.00040158257],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988776,0.0001388242,0.00031756173,0.00015461145,0.00024281275,0.0002686061],"domain_scores_gemma":[0.99734366,0.00050390075,0.00003571292,0.0020018164,0.00003403625,0.00008089738],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00058509165,0.00013239053,0.00020651356,0.00036012323,0.0002413952,0.000012029895,0.001122243,0.00002268476,0.0011460473],"category_scores_gemma":[0.00029174652,0.00014296605,0.000024219535,0.0011775271,0.00017557434,0.00025574554,0.0008768589,0.0006387843,0.00005714865],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038358496,0.00092678814,0.59055305,0.0005751361,0.0002647721,0.00006971167,0.0036490057,0.006136421,0.13624966,0.028876938,0.17645513,0.05620501],"study_design_scores_gemma":[0.006749023,0.00050728454,0.10207162,0.0009794238,0.00022643906,0.00018946157,0.020748898,0.028289367,0.014591458,0.0043347855,0.81867605,0.0026361896],"about_ca_topic_score_codex":0.0016663679,"about_ca_topic_score_gemma":0.00061422057,"teacher_disagreement_score":0.6623126,"about_ca_system_score_codex":0.00025893527,"about_ca_system_score_gemma":0.000022461169,"threshold_uncertainty_score":0.99976707},"labels":[],"label_agreement":null},{"id":"W4281855491","doi":"10.1038/s43856-022-00122-7","title":"Immune parameters of HIV susceptibility in the female genital tract before and after penile-vaginal sex","year":2022,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg; Women's Health In Women's Hands; Regent Park Community Health Centre; Western University; University of Toronto","funders":"Canadian Institutes of Health Research; Canadian HIV Trials Network, Canadian Institutes of Health Research","keywords":"Female circumcision; Human immunodeficiency virus (HIV); Genital tract; Immune system; Sex organ; Medicine; Vagina; Female sex; Gynecology; Immunology; Physiology; Biology; Internal medicine; Surgery","score_opus":0.03647563201087409,"score_gpt":0.32922349431777165,"score_spread":0.29274786230689753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281855491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849178,0.006411428,0.00001867601,0.00667474,0.00007575069,0.00049077894,0.000033285876,0.0000142670615,0.0013632673],"genre_scores_gemma":[0.9986106,0.000120558325,0.00013569227,0.000057857927,0.0000088280485,0.00031007096,0.00016247059,0.000007894452,0.0005860024],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978952,0.0012723472,0.00036464477,0.00020816427,0.000079049736,0.00018063137],"domain_scores_gemma":[0.99719936,0.00069100776,0.000096236574,0.0019283093,0.00007284326,0.000012257876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019836165,0.00009775749,0.0002316316,0.00019780929,0.00035332,0.0000044768535,0.00078376074,0.00004452377,0.00076718914],"category_scores_gemma":[0.0003619838,0.00007076203,0.000042923002,0.00040605926,0.0016291797,0.00006982758,0.0004555218,0.0008879293,0.000016375752],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032259038,0.0023710313,0.86346924,0.00006340788,0.00015166424,0.000009455332,0.04285349,0.000023176515,0.07051283,0.001188943,0.0006918888,0.018342294],"study_design_scores_gemma":[0.0010889895,0.0006874776,0.9686844,0.000014557964,0.000053192354,0.00032311393,0.01899119,0.000018298908,0.0006465829,0.0003777301,0.0090261055,0.00008838355],"about_ca_topic_score_codex":0.0005121038,"about_ca_topic_score_gemma":0.00019881176,"teacher_disagreement_score":0.105215155,"about_ca_system_score_codex":0.000060553528,"about_ca_system_score_gemma":0.000056074074,"threshold_uncertainty_score":0.8400183},"labels":[],"label_agreement":null},{"id":"W4283159685","doi":"10.1038/s43856-022-00133-4","title":"A predictive model using the mesoscopic architecture of the living brain to detect Alzheimer’s disease","year":2022,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Parkwood Institute; St Joseph's Health Care; Sunnybrook Health Science Centre; McGill University; Jewish General Hospital","funders":"National Institute on Aging; Medical Research Council","keywords":"Dementia; Disease; Alzheimer's disease; Mesoscopic physics; Medicine; Cognition; Neuroscience; Psychology; Internal medicine","score_opus":0.07232813942347754,"score_gpt":0.37953900260033413,"score_spread":0.3072108631768566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283159685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6313624,0.013789035,0.04456784,0.29625788,0.00020126524,0.005445084,0.00012291786,0.00009701788,0.008156566],"genre_scores_gemma":[0.99388325,0.00005218559,0.0012628486,0.0038765152,0.000043849126,0.00033359168,0.000013821786,0.000018522858,0.0005154393],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980801,0.00061880617,0.00026613713,0.0001690985,0.00065576244,0.00021009316],"domain_scores_gemma":[0.9969233,0.00069924915,0.00010058937,0.0019533287,0.00016461221,0.00015887569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009097733,0.000113167,0.00019213252,0.0001490508,0.0007965709,0.000006046436,0.0010770166,0.00001581223,0.00024030103],"category_scores_gemma":[0.0010644273,0.00006368714,0.00008623683,0.000749932,0.00050197146,0.000024687246,0.0017303,0.00054600637,0.0000014257662],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003663962,0.004693751,0.3654695,0.0007213701,0.004452367,0.000046452245,0.12845989,0.08842792,0.13769418,0.007456161,0.059607882,0.19930659],"study_design_scores_gemma":[0.0039775157,0.0026698792,0.579304,0.0023849602,0.0038417373,0.00012451183,0.015582787,0.35906488,0.0012877579,0.007854097,0.023441454,0.0004664388],"about_ca_topic_score_codex":0.00008036601,"about_ca_topic_score_gemma":0.000018156848,"teacher_disagreement_score":0.3625208,"about_ca_system_score_codex":0.000090130095,"about_ca_system_score_gemma":0.00036910735,"threshold_uncertainty_score":0.61266595},"labels":[],"label_agreement":null},{"id":"W4283760719","doi":"10.1038/s43856-022-00140-5","title":"Visceral adiposity is associated with metabolic profiles predictive of type 2 diabetes and myocardial infarction","year":2022,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal; University of Calgary; University of Toronto; SickKids Foundation; Hospital for Sick Children; Université du Québec à Chicoutimi","funders":"Canadian Institutes of Health Research; National Institute on Aging; National Institutes of Health; Heart and Stroke Foundation of Canada","keywords":"Metabolome; Medicine; Type 2 diabetes; Internal medicine; Diabetes mellitus; Myocardial infarction; Metabolomics; Body mass index; Obesity; Endocrinology; Cardiology; Physiology; Bioinformatics; Metabolite; Biology","score_opus":0.013733101128663407,"score_gpt":0.2541599061204702,"score_spread":0.24042680499180677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283760719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9752528,0.021085499,0.000038119008,0.0016313794,0.000075412034,0.0002059677,0.000077007615,0.000009437837,0.0016243815],"genre_scores_gemma":[0.9952652,0.0036778096,0.0002456571,0.00024662353,0.000042483472,0.000060215723,0.00030950463,0.000008630842,0.00014387106],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993701,0.00014329485,0.00013957518,0.00013312089,0.00011850784,0.000095422],"domain_scores_gemma":[0.99918145,0.000036282516,0.000119637,0.0004905817,0.00014144597,0.00003061229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002590754,0.00007998474,0.00020044045,0.000063956504,0.000249318,0.000002644236,0.00020843327,0.00002781809,0.00003008534],"category_scores_gemma":[0.00016575235,0.00006531656,0.000021867792,0.00023536869,0.000303651,0.0000028705253,0.00042269626,0.00011537306,1.6105925e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003877563,0.00054190715,0.3121559,0.000032377484,0.004098327,4.8820885e-7,0.002673129,0.00005171876,0.65650904,0.004547522,0.0148136215,0.004188238],"study_design_scores_gemma":[0.0038057116,0.0060425294,0.77770275,0.00006189623,0.0013117527,0.000013658616,0.0023634918,0.0011845077,0.03692198,0.00080171943,0.16929851,0.0004914721],"about_ca_topic_score_codex":0.0000285665,"about_ca_topic_score_gemma":0.00001202616,"teacher_disagreement_score":0.61958706,"about_ca_system_score_codex":0.0000109550965,"about_ca_system_score_gemma":0.000035343768,"threshold_uncertainty_score":0.26635322},"labels":[],"label_agreement":null},{"id":"W4284965281","doi":"10.1038/s43856-022-00147-y","title":"Comparative analyses of eighteen rapid antigen tests and RT-PCR for COVID-19 quarantine and surveillance-based isolation","year":2022,"lang":"en","type":"article","venue":"Communications Medicine","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada; Canadian Institutes of Health Research; Notsew Orm Sands Foundation","keywords":"Quarantine; Isolation (microbiology); Transmission (telecommunications); Medicine; Test (biology); False positive paradox; Diagnostic test; Coronavirus disease 2019 (COVID-19); Turnaround time; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Test strategy; Statistics; Gold standard (test); Computer science; Emergency medicine; Internal medicine; Biology; Disease; Bioinformatics; Infectious disease (medical specialty); Pathology; Mathematics; Telecommunications","score_opus":0.2850872962105461,"score_gpt":0.4586492841078466,"score_spread":0.17356198789730048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284965281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9492783,0.016519088,0.013509709,0.016851358,0.000089022506,0.0013703386,0.00008157258,0.00014561036,0.0021549878],"genre_scores_gemma":[0.9929606,0.0002458286,0.004828774,0.0015563787,0.000039778926,0.00010387148,0.00022886414,0.000013157949,0.000022759017],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99879414,0.00025883142,0.0004321312,0.00020169426,0.00019065815,0.00012253014],"domain_scores_gemma":[0.9965474,0.0021288362,0.0002894725,0.0007229755,0.00022349643,0.000087816676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083700474,0.00012733358,0.00048051166,0.00032153525,0.0005162049,0.000006040882,0.00017123282,0.000033619657,0.000057169862],"category_scores_gemma":[0.0012151486,0.0001111053,0.000041793995,0.0005750287,0.00046134787,0.00003985423,0.00011757284,0.00018586096,4.830973e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009644699,0.00067282934,0.31597555,0.00061575207,0.00044286688,0.0000045646684,0.0055072815,0.00012665983,0.6588179,0.0012689589,0.0048709163,0.010732303],"study_design_scores_gemma":[0.031289455,0.005998818,0.38510036,0.00043847886,0.0008593848,0.00029977268,0.011597695,0.34130126,0.047777005,0.0010560945,0.17346798,0.0008137137],"about_ca_topic_score_codex":0.00028879085,"about_ca_topic_score_gemma":0.00009435822,"teacher_disagreement_score":0.6110409,"about_ca_system_score_codex":0.000054802105,"about_ca_system_score_gemma":0.00015098377,"threshold_uncertainty_score":0.45307428},"labels":[],"label_agreement":null},{"id":"W4285048651","doi":"10.1038/s43856-022-00149-w","title":"Making cough count in tuberculosis care","year":2022,"lang":"en","type":"review","venue":"Communications Medicine","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cegep Edouard Montpetit; Centre Hospitalier de l’Université de Montréal; McGill University","funders":"Indian Institute of Science","keywords":"Medicine; Intensive care medicine; Tuberculosis; Disease; Epidemiology; Chronic cough; Health care; Pathology; Internal medicine","score_opus":0.39276370164722324,"score_gpt":0.5161238379048978,"score_spread":0.12336013625767456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285048651","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003151857,0.9222391,0.0000040142727,0.0013018614,0.00017602602,0.0015291233,0.000027641434,0.00007568539,0.074643366],"genre_scores_gemma":[0.00019518302,0.99579966,0.00013601707,0.0004668728,0.00017276342,0.0011165396,0.0012619875,0.00009186843,0.000759116],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99623823,0.0009700564,0.0011399738,0.0004573769,0.00078925537,0.000405126],"domain_scores_gemma":[0.9937757,0.0011230331,0.00029506334,0.0044754315,0.00017308103,0.0001576904],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011255868,0.00040874514,0.001993313,0.000896937,0.00041417437,0.000015794672,0.0016608716,0.00036121559,0.0026320736],"category_scores_gemma":[0.0006612012,0.00031714205,0.00030678685,0.0020378313,0.0005186392,0.000058534417,0.0009244362,0.0032688647,0.0001282639],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014840108,0.00014946956,0.000049294027,0.010747711,0.00019330205,0.000109835026,0.0011615482,8.4185433e-7,3.6716258e-7,0.00064285414,0.0030565201,0.9838734],"study_design_scores_gemma":[0.00067220745,0.00022766597,0.000030484793,0.029184826,0.0010560114,0.00016813658,0.0019849744,0.000018633249,6.8438084e-8,0.00001864132,0.96640587,0.00023248563],"about_ca_topic_score_codex":0.00010458638,"about_ca_topic_score_gemma":0.000069957656,"teacher_disagreement_score":0.9836409,"about_ca_system_score_codex":0.0012190591,"about_ca_system_score_gemma":0.0010778242,"threshold_uncertainty_score":0.99992806},"labels":[],"label_agreement":null},{"id":"W4285593666","doi":"10.1038/s43856-022-00155-y","title":"Hybrid-control arm construction using historical trial data for an early-phase, randomized controlled trial in metastatic colorectal cancer","year":2022,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Roche (Canada)","funders":"F. Hoffmann-La Roche; National Cancer Institute; Sanofi","keywords":"Medicine; Randomized controlled trial; Colorectal cancer; Frequentist inference; Oncology; Clinical endpoint; Internal medicine; Cancer; Bayesian probability; Artificial intelligence; Computer science; Bayesian inference","score_opus":0.6684205789792468,"score_gpt":0.6047035710687392,"score_spread":0.0637170079105076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285593666","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21132337,0.0028370721,0.6951907,0.010112161,0.012269791,0.06508209,0.002279733,0.0002710694,0.0006339654],"genre_scores_gemma":[0.26946062,0.00020912854,0.70956284,0.00028973533,0.0013007324,0.018692406,0.0002641837,0.00008862554,0.00013175116],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9824845,0.012607154,0.0033387647,0.0005574573,0.0006577566,0.00035435762],"domain_scores_gemma":[0.8438964,0.15165505,0.0013792844,0.002673324,0.00022634829,0.00016959655],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02631805,0.00028626266,0.0038498994,0.0003173211,0.0005083653,0.000027007161,0.0020472647,0.00007452836,0.00052259193],"category_scores_gemma":[0.2118441,0.00022870833,0.00029918057,0.00038566889,0.00080052536,0.00014852303,0.0005251096,0.0007489179,6.983704e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96773636,0.0022467966,0.0000027294143,0.000022782357,0.00043056766,0.0000023251773,0.00015932703,0.000020063007,0.00011475019,0.023398101,0.001134553,0.0047316374],"study_design_scores_gemma":[0.6988176,0.0018124469,3.4190225e-7,0.000034690253,0.0019189599,0.000006019819,0.000111289206,0.09317529,0.000003225464,0.20328237,0.00068259577,0.00015512983],"about_ca_topic_score_codex":0.00066997897,"about_ca_topic_score_gemma":0.00007897189,"teacher_disagreement_score":0.26891872,"about_ca_system_score_codex":0.000846797,"about_ca_system_score_gemma":0.00049103046,"threshold_uncertainty_score":0.93264556},"labels":[],"label_agreement":null},{"id":"W4286716482","doi":"10.1038/s43856-022-00127-2","title":"A diagnostic classifier for gene expression-based identification of early Lyme disease","year":2022,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control","funders":"Office of Extramural Research, National Institutes of Health; National Heart, Lung, and Blood Institute; U.S. Department of Health and Human Services; National Institutes of Health; Global Lyme Alliance; Bay Area Lyme Foundation; Steven and Alexandra Cohen Foundation","keywords":"Lyme disease; Classifier (UML); Computational biology; Disease; Identification (biology); Gene; Biology; Artificial intelligence; Genetics; Computer science; Medicine; Virology; Pathology; Botany","score_opus":0.034921786155172205,"score_gpt":0.3010277285304937,"score_spread":0.2661059423753215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286716482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9154888,0.04898237,0.016522255,0.012424074,0.0014955178,0.0026979938,0.0015412765,0.00032630103,0.0005214289],"genre_scores_gemma":[0.9957615,0.000091616814,0.00013850162,0.00031840857,0.000025561301,0.0017733822,0.0014999079,0.000020778307,0.0003703405],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99868923,0.00042838047,0.00045482183,0.00020199285,0.00006581414,0.0001597855],"domain_scores_gemma":[0.99541986,0.0022826993,0.0003018881,0.0017839308,0.00017325302,0.000038346057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000357431,0.000112980386,0.00021012407,0.00018740847,0.00059728813,0.000004051802,0.0008081969,0.000043417287,0.00058086775],"category_scores_gemma":[0.001886122,0.00010706779,0.00008920695,0.00025469708,0.00052747526,0.000044429977,0.00024326831,0.0001765982,0.000031460364],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035392732,0.0013896371,0.035272878,0.0000704236,0.00014549683,0.0000013804281,0.0006592901,0.00017928724,0.9357382,0.0032901554,0.020830125,0.0020692025],"study_design_scores_gemma":[0.014078962,0.002125912,0.56335104,0.00041517382,0.0018313024,0.000026909252,0.0017875234,0.0013254082,0.2184983,0.0061615966,0.18942441,0.0009734688],"about_ca_topic_score_codex":0.00007709572,"about_ca_topic_score_gemma":0.0000080093705,"teacher_disagreement_score":0.7172399,"about_ca_system_score_codex":0.00007623246,"about_ca_system_score_gemma":0.00017488278,"threshold_uncertainty_score":0.63600945},"labels":[],"label_agreement":null},{"id":"W4288902359","doi":"10.1038/s43856-022-00159-8","title":"Proteome and phosphoproteome signatures of recurrence for HPV+ head and neck squamous cell carcinoma","year":2022,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"Dalian Institute of Chemical Physics; Canadian Institutes of Health Research; Mitacs; Government of Canada","keywords":"Head and neck squamous-cell carcinoma; Cancer research; Proteome; Tumor microenvironment; Cancer; Extracellular matrix; Epithelial–mesenchymal transition; Medicine; Radiation therapy; Cancer-Associated Fibroblasts; Biology; Head and neck cancer; Oncology; Bioinformatics; Internal medicine; Metastasis; Cell biology","score_opus":0.04801977391718889,"score_gpt":0.32894852055195717,"score_spread":0.2809287466347683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288902359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8337806,0.13194332,0.00008785283,0.025824351,0.000120771896,0.0024385913,0.00008086469,0.00004179481,0.00568186],"genre_scores_gemma":[0.99345654,0.0014057179,0.0032529286,0.0005551396,0.000042702,0.00081397104,0.00005270961,0.000015735302,0.0004045478],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99908143,0.00006642101,0.00030163678,0.00020085271,0.00018802112,0.00016164253],"domain_scores_gemma":[0.99846905,0.00034054255,0.00012651418,0.0008229576,0.00014005572,0.0001008515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035263717,0.0001235756,0.0004177818,0.00011447719,0.0004191444,0.0000028391069,0.00024134993,0.000035623274,0.000066118875],"category_scores_gemma":[0.00026036313,0.00010290908,0.000030894902,0.0002557063,0.00048084997,0.00003093214,0.00041008522,0.000311434,3.0207912e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006903699,0.0055534244,0.23354067,0.013673313,0.00043431795,0.000052324674,0.10124573,0.000025525296,0.21575573,0.0144808665,0.12893015,0.27940425],"study_design_scores_gemma":[0.032949958,0.025280584,0.45298356,0.0009877884,0.0009042358,0.00024273456,0.015214972,0.0030243902,0.01534892,0.00262672,0.4495204,0.0009157291],"about_ca_topic_score_codex":0.00022679807,"about_ca_topic_score_gemma":0.000026077238,"teacher_disagreement_score":0.32059026,"about_ca_system_score_codex":0.00004690734,"about_ca_system_score_gemma":0.00009333574,"threshold_uncertainty_score":0.41965103},"labels":[],"label_agreement":null},{"id":"W4304974576","doi":"10.1038/s43856-022-00196-3","title":"Mendelian randomization prioritizes abdominal adiposity as an independent causal factor for liver fat accumulation and cardiometabolic diseases","year":2022,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Medical Research Council; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; European Commission; European Regional Development Fund; Université Laval","keywords":"Mendelian randomization; Abdominal fat; Causal inference; Medicine; Internal medicine; Endocrinology; Biology; Obesity; Genetics; Gene; Genetic variants; Pathology","score_opus":0.07497178573699062,"score_gpt":0.37111976965890353,"score_spread":0.2961479839219129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304974576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9587377,0.030209094,0.0010024855,0.0055102697,0.00021880884,0.0033133999,0.0005401176,0.00012756488,0.0003405699],"genre_scores_gemma":[0.99301434,0.00278686,0.00064714596,0.00046313513,0.00017380016,0.00093614816,0.0018663787,0.00002435242,0.00008783411],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985927,0.00027395197,0.00030636735,0.0002855311,0.00037332292,0.00016817535],"domain_scores_gemma":[0.99805975,0.0003638498,0.00012987762,0.00095698173,0.00019474178,0.0002948112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021322072,0.00017032698,0.0004226222,0.00023814527,0.00072712253,0.00002270218,0.00022695614,0.00003829661,0.00029098333],"category_scores_gemma":[0.00019779497,0.00014473098,0.00009121651,0.00023270825,0.0001660521,0.00016416449,0.00023226553,0.00013811998,0.0000032135697],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008058003,0.006672661,0.533672,0.0004868667,0.0032906623,0.00008265292,0.016922567,0.00027218275,0.0029878449,0.015538365,0.0033872481,0.408629],"study_design_scores_gemma":[0.034428958,0.0019124579,0.9230688,0.0001235757,0.004699878,0.00008960515,0.0024946288,0.011149202,0.00023569797,0.0007556001,0.020692483,0.0003490683],"about_ca_topic_score_codex":0.00032775057,"about_ca_topic_score_gemma":0.00005185712,"teacher_disagreement_score":0.40827993,"about_ca_system_score_codex":0.00018706577,"about_ca_system_score_gemma":0.0001087265,"threshold_uncertainty_score":0.5901958},"labels":[],"label_agreement":null},{"id":"W4309651064","doi":"10.1038/s43856-022-00214-4","title":"Mitigating the impact of biased artificial intelligence in emergency decision-making","year":2022,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vector Institute","funders":"Canadian Institute for Advanced Research; Massachusetts Institute of Technology; Vector Institute; Microsoft Research","keywords":"Framing (construction); Harm; Framing effect; Psychology; Health care; Mental health; Artificial intelligence; Computer science; Applied psychology; Social psychology; Political science; Psychiatry; Engineering","score_opus":0.29717518344431126,"score_gpt":0.5277496277926884,"score_spread":0.23057444434837715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309651064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96805185,0.0036360708,0.0038375717,0.020684572,0.00044772556,0.00075564627,0.000008954453,0.00003256534,0.0025450597],"genre_scores_gemma":[0.9972866,0.0006057806,0.0016234703,0.00015386063,0.00012027886,0.0001373908,0.000038394053,0.0000138940095,0.00002029646],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99793005,0.000285009,0.001087031,0.0001623642,0.00032960463,0.00020594822],"domain_scores_gemma":[0.9962096,0.001673349,0.00029645665,0.0015140122,0.00023847609,0.00006808039],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015909568,0.000107192755,0.0002586116,0.00031350914,0.00049921527,0.000003793129,0.000680436,0.000036275214,0.001946278],"category_scores_gemma":[0.0027785134,0.00007513141,0.00010143711,0.0016021531,0.00030885419,0.000050031133,0.00025951417,0.0005794915,0.000011205161],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002086341,0.0006873378,0.06479088,0.000039774193,0.000043283348,0.0000040981895,0.01994882,0.0026537771,0.0021241708,0.0056951987,0.0017906621,0.90201336],"study_design_scores_gemma":[0.00022032767,0.003606882,0.17311198,0.0023873383,0.00024108743,0.00022642277,0.1989674,0.28188875,0.0017176982,0.3352579,0.0017745843,0.00059964677],"about_ca_topic_score_codex":0.0026008154,"about_ca_topic_score_gemma":0.00033150343,"teacher_disagreement_score":0.90141374,"about_ca_system_score_codex":0.00027374877,"about_ca_system_score_gemma":0.00033159484,"threshold_uncertainty_score":0.9989661},"labels":[],"label_agreement":null},{"id":"W4321350534","doi":"10.1038/s43856-023-00257-1","title":"Estimating COVID-19 vaccine uptake and its drivers among migrants, homeless and precariously housed people in France","year":2023,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Demography; Vaccination; Confidence interval; Odds ratio; Population; Medicine; Logistic regression; Coronavirus disease 2019 (COVID-19); Socioeconomic status; Geography; Environmental health; Virology; Internal medicine","score_opus":0.08149537669301378,"score_gpt":0.43180735025733996,"score_spread":0.3503119735643262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321350534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821504,0.0058558686,0.00014264388,0.010179365,0.0001840728,0.0007925664,0.000017414875,0.00023432772,0.0004433508],"genre_scores_gemma":[0.99140394,0.0070789983,0.00038667998,0.00028455487,0.000087395776,0.00025840104,0.00008838889,0.000028892582,0.0003827294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982125,0.00048372135,0.0005349963,0.00024477046,0.00017317562,0.0003508105],"domain_scores_gemma":[0.9969771,0.0017413996,0.00019941485,0.00072409544,0.000104897874,0.00025312018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001137604,0.00015411279,0.0006137746,0.00026554588,0.0012179982,0.000008997215,0.00044064198,0.00016187766,0.000058476715],"category_scores_gemma":[0.0014864778,0.00013873714,0.00001737003,0.0009830901,0.0001804403,0.00012841282,0.00041714413,0.0005738042,0.000020495798],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000053123704,0.000028333949,0.79234236,0.0003951887,0.00001519848,0.000004176679,0.20199654,0.0000323743,0.00006670237,0.0010073994,0.00025863154,0.0038477655],"study_design_scores_gemma":[0.0022975856,0.000033570166,0.8883606,0.0006905479,0.00002889627,3.0478472e-7,0.08658124,0.017816566,0.0000010884534,0.00041865392,0.0036260067,0.00014492424],"about_ca_topic_score_codex":0.008352838,"about_ca_topic_score_gemma":0.07653229,"teacher_disagreement_score":0.115415305,"about_ca_system_score_codex":0.000080161975,"about_ca_system_score_gemma":0.00013189284,"threshold_uncertainty_score":0.9982506},"labels":[],"label_agreement":null},{"id":"W4322491365","doi":"10.1038/s43856-023-00262-4","title":"MRI-based deep learning can discriminate between temporal lobe epilepsy, Alzheimer’s disease, and healthy controls","year":2023,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; Genentech; National Institute of Neurological Disorders and Stroke; IXICO; H. Lundbeck A/S; Servier; Eisai; Northern California Institute for Research and Education; Pfizer; Biogen; BioClinica; F. Hoffmann-La Roche; University of Southern California; Eli Lilly and Company; U.S. Department of Defense; Meso Scale Diagnostics; Alzheimer's Disease Neuroimaging Initiative; National Institute of Mental Health; Novartis Pharmaceuticals Corporation; Bristol-Myers Squibb; National Institute on Aging; Alzheimer's Association; Foundation for the National Institutes of Health","keywords":"Temporal lobe; Epilepsy; Neuroscience; Disease; Psychology; Medicine; Artificial intelligence; Pathology; Computer science","score_opus":0.10891406194709898,"score_gpt":0.39433104256028084,"score_spread":0.2854169806131819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322491365","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2133733,0.050476596,0.0010151503,0.723035,0.00015786728,0.0038397622,0.00019088144,0.0009902855,0.006921151],"genre_scores_gemma":[0.98870945,0.005097244,0.000814026,0.0009650586,0.00016306643,0.0002916822,0.003539081,0.00004208159,0.00037832675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792874,0.000383774,0.00044358047,0.00032281387,0.00043225416,0.0004888572],"domain_scores_gemma":[0.9961163,0.0010732408,0.00012915359,0.0015572805,0.0001743113,0.00094972225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000740382,0.00022301202,0.000541909,0.00035322993,0.0005559813,0.000019179583,0.00037017828,0.00006728311,0.000080282276],"category_scores_gemma":[0.0006318405,0.0001703024,0.000074881005,0.00061838306,0.00079383166,0.00005438056,0.00024747124,0.0005598884,0.00007471544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028732672,0.00019387425,0.9616715,0.000115147785,0.00029784074,0.000067725654,0.00047184702,0.000009566976,0.000060676284,0.00070908986,0.0027802142,0.033335242],"study_design_scores_gemma":[0.0071225595,0.0017559214,0.9477448,0.00052772777,0.0010717291,0.000008321315,0.00090511324,0.0076795807,0.000020209192,0.00076619216,0.03218463,0.00021322137],"about_ca_topic_score_codex":0.0006031389,"about_ca_topic_score_gemma":0.00027863248,"teacher_disagreement_score":0.77533615,"about_ca_system_score_codex":0.000094843956,"about_ca_system_score_gemma":0.00025575786,"threshold_uncertainty_score":0.694473},"labels":[],"label_agreement":null},{"id":"W4323971895","doi":"10.1038/s43856-023-00266-0","title":"Persistent COVID-19 symptoms in community-living older adults from the Canadian Longitudinal Study on Aging (CLSA)","year":2023,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; University of British Columbia; McMaster University Medical Centre; Dalhousie University; Memorial University of Newfoundland; University of Waterloo; Simon Fraser University; University of Ottawa; McGill University; McGill University Health Centre; University of Victoria; Impact; University of Calgary; Université de Sherbrooke; McMaster University","funders":"Canadian Institutes of Health Research; Government of Canada; Public Health Agency; Public Health Agency of Canada; McMaster University","keywords":"Medicine; Sore throat; Coronavirus disease 2019 (COVID-19); Nose; Longitudinal study; Incidence (geometry); Persistence (discontinuity); Cohort; Common cold; Cohort study; Population; Cross-sectional study; Nasal congestion; Physical therapy; Internal medicine; Disease; Surgery","score_opus":0.10163919954363469,"score_gpt":0.3933352961837253,"score_spread":0.2916960966400906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323971895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80966926,0.0013074001,0.000019759156,0.18422936,0.00021934132,0.0022336023,0.000029059946,0.00024459435,0.0020476563],"genre_scores_gemma":[0.9843206,0.00019349944,0.00006912613,0.014194456,0.00017871337,0.000316603,0.00046433363,0.00005381919,0.00020889232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99586886,0.00193175,0.00059060706,0.00037556238,0.00067411514,0.00055913086],"domain_scores_gemma":[0.979475,0.013979102,0.00016290318,0.0053935167,0.00016155902,0.0008279209],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0034493052,0.0003231944,0.0005614742,0.00080193154,0.0018960458,0.0000516068,0.0020914988,0.00012607202,0.00019481058],"category_scores_gemma":[0.009938906,0.00023923539,0.00012488005,0.0015690632,0.00069877494,0.00009922624,0.00074723165,0.0018102573,0.0001612571],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006739673,0.00062019937,0.91671306,0.000116687785,0.00023931127,0.00011827616,0.0712731,0.00007518831,0.000017602446,0.00025714684,0.008945456,0.0015565738],"study_design_scores_gemma":[0.0040754853,0.00067894923,0.94562376,0.0029388887,0.00028301435,0.000025788497,0.04101165,0.0013258097,0.0000010822702,0.000078509685,0.0037448946,0.00021217944],"about_ca_topic_score_codex":0.53899926,"about_ca_topic_score_gemma":0.7492402,"teacher_disagreement_score":0.21024093,"about_ca_system_score_codex":0.0016052389,"about_ca_system_score_gemma":0.00090911234,"threshold_uncertainty_score":0.99940336},"labels":[],"label_agreement":null},{"id":"W4362666447","doi":"10.1038/s43856-023-00269-x","title":"Deep learning-based polygenic risk analysis for Alzheimer’s disease prediction","year":2023,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Parkwood Institute; St Joseph's Health Care; University of British Columbia; McGill University; Jewish General Hospital","funders":"National Institute on Aging; National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; H. Lundbeck A/S; Servier; National Natural Science Foundation of China; Eisai; Innovation and Technology Commission; Genentech; IXICO; Northern California Institute for Research and Education; Pfizer; Biogen; BioClinica; University of Southern California; National Center for Advancing Translational Sciences; Meso Scale Diagnostics; Shenzhen Knowledge Innovation Program; U.S. Department of Defense; Eli Lilly and Company; Bristol-Myers Squibb; F. Hoffmann-La Roche; University Grants Committee; Alzheimer's Drug Discovery Foundation; Alzheimer's Association; Foundation for the National Institutes of Health","keywords":"Polygenic risk score; Artificial intelligence; Deep learning; Disease; Computer science; Machine learning; Computational biology; Medicine; Biology; Internal medicine; Genetics; Gene; Single-nucleotide polymorphism; Genotype","score_opus":0.04493514788740757,"score_gpt":0.3355607507563277,"score_spread":0.29062560286892014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362666447","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28644845,0.0303335,0.644507,0.03454524,0.0005028202,0.0015569791,0.00040889523,0.00037925912,0.0013178624],"genre_scores_gemma":[0.9860561,0.0033809224,0.001962665,0.0002754225,0.00015466737,0.00027031972,0.0074616466,0.000017108436,0.00042118152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988703,0.00030528722,0.0002974624,0.00023899897,0.00008405338,0.00020388112],"domain_scores_gemma":[0.9980696,0.00026493164,0.00018437911,0.0011995826,0.00015955324,0.00012197489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007905917,0.000106710344,0.00019275582,0.00020056393,0.0004011195,0.0000048191546,0.0003991649,0.00009737515,0.000028712982],"category_scores_gemma":[0.0017198822,0.0000980596,0.00016289728,0.0006645441,0.00018069339,0.0000017235269,0.000118819546,0.000113443966,0.00001885307],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007047398,0.00008865185,0.8915168,0.000008691461,0.001333473,2.2351999e-7,0.00012062872,0.08466141,0.0010301569,0.00013046668,0.0132279415,0.0078110998],"study_design_scores_gemma":[0.0005994055,0.00018281605,0.6432974,0.000005232748,0.0015494927,1.9326333e-7,0.00015458952,0.29700565,0.000024493967,0.0002425071,0.056840412,0.000097826975],"about_ca_topic_score_codex":0.00005527396,"about_ca_topic_score_gemma":0.00016087442,"teacher_disagreement_score":0.6996076,"about_ca_system_score_codex":0.000014559334,"about_ca_system_score_gemma":0.000055208435,"threshold_uncertainty_score":0.39987543},"labels":[],"label_agreement":null},{"id":"W4366178534","doi":"10.1038/s43856-023-00281-1","title":"The importance of appropriate selection of clinical endpoints in outpatient COVID-19 clinical trials","year":2023,"lang":"en","type":"review","venue":"Communications Medicine","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Selection (genetic algorithm); Clinical trial; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Intensive care medicine; Computer science; Virology; Internal medicine; Artificial intelligence; Outbreak; Infectious disease (medical specialty)","score_opus":0.9407688146128442,"score_gpt":0.7069308898320102,"score_spread":0.23383792478083398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366178534","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006466715,0.9753492,0.0005092131,0.01803717,0.0013538286,0.0032020155,0.00032905454,0.00004155484,0.0011133222],"genre_scores_gemma":[0.00015947835,0.99587834,0.0010024211,0.0011640128,0.00046080246,0.00058053335,0.00031968058,0.000057623743,0.0003770802],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9319826,0.018328771,0.04831109,0.0007635434,0.00023064722,0.0003833807],"domain_scores_gemma":[0.86189115,0.09864895,0.0347158,0.004179088,0.00022070859,0.00034429214],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.32710567,0.0003267302,0.009168021,0.0006912341,0.00022511106,0.000013926394,0.0021831836,0.0006578708,0.00015050061],"category_scores_gemma":[0.3438955,0.00026523243,0.0009263007,0.0011172848,0.001072242,0.00009972983,0.00042233343,0.0012602243,0.00027617783],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012344192,0.0016903823,0.08942173,0.048783947,0.002293089,0.000001621355,0.0028940595,0.000024717096,2.6338258e-8,0.2803546,0.10427112,0.47014126],"study_design_scores_gemma":[0.0011864833,0.0001942714,0.0011701289,0.00466183,0.00016137178,0.0000024120668,0.0004665063,0.00065686734,8.820291e-9,0.007947608,0.98336256,0.00018994123],"about_ca_topic_score_codex":0.00066491717,"about_ca_topic_score_gemma":0.0015005092,"teacher_disagreement_score":0.87909144,"about_ca_system_score_codex":0.00056182087,"about_ca_system_score_gemma":0.0017914351,"threshold_uncertainty_score":0.99998},"labels":[],"label_agreement":null},{"id":"W4366204254","doi":"10.1038/s43856-023-00284-y","title":"Real-time sensing of war’s effects on wellbeing with smartphones and smartwatches","year":2023,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mitel (Canada)","funders":"Israel Science Foundation","keywords":"Smartwatch; Battlefield; Baseline (sea); Psychology; Demography; History; Medicine; Political science; Sociology; Ancient history; Engineering; Law","score_opus":0.07256497838082385,"score_gpt":0.38862998735275367,"score_spread":0.3160650089719298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366204254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9334262,0.0009894951,0.00003368847,0.01138298,0.000072349976,0.00039644245,0.000003874729,0.00015323193,0.053541757],"genre_scores_gemma":[0.99658453,0.0011336633,0.0010111241,0.00006561355,0.000033373468,0.000032975706,0.000054907385,0.00002910824,0.0010547044],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987982,0.00034553447,0.0002367402,0.00017661469,0.00021858737,0.00022430935],"domain_scores_gemma":[0.99493504,0.003129934,0.00009225062,0.0016931937,0.00007262552,0.000076968856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000521735,0.000116457384,0.00027754778,0.0002750469,0.00015540222,0.000004542534,0.00038484568,0.000052405907,0.00008435629],"category_scores_gemma":[0.0002902481,0.00008720848,0.000017124637,0.00058427383,0.00060329,0.000027702212,0.00018254327,0.00018667155,0.00015627067],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087731605,0.0009029044,0.09016597,0.0014855877,0.001421437,0.00015929491,0.14253914,0.000022973982,0.09048519,0.02101313,0.061871435,0.5890556],"study_design_scores_gemma":[0.0065756636,0.002166046,0.95246613,0.004581686,0.00024454008,0.00008930698,0.017312057,0.0030378387,0.004113242,0.003686529,0.005205142,0.0005218302],"about_ca_topic_score_codex":0.00081101066,"about_ca_topic_score_gemma":0.000068424524,"teacher_disagreement_score":0.86230016,"about_ca_system_score_codex":0.000016747208,"about_ca_system_score_gemma":0.00002132527,"threshold_uncertainty_score":0.35562587},"labels":[],"label_agreement":null},{"id":"W4366823058","doi":"10.1038/s43856-023-00282-0","title":"Predicting lymph node metastasis from primary tumor histology and clinicopathologic factors in colorectal cancer using deep learning","year":2023,"lang":"en","type":"article","venue":"Communications Medicine","topic":"AI in cancer detection","field":"Computer Science","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Google (Canada)","funders":"Verily Life Sciences; Google","keywords":"Logistic regression; Colorectal cancer; Artificial intelligence; Medicine; Machine learning; Stage (stratigraphy); Test set; Deep learning; Lymph node; Metastasis; Oncology; Lymph node metastasis; Internal medicine; Cancer; Computer science","score_opus":0.0823631598769878,"score_gpt":0.34574269829738646,"score_spread":0.2633795384203987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366823058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97126794,0.0053230235,0.020211203,0.0019278191,0.0004933641,0.0001623812,0.000005077908,0.00032765826,0.0002815175],"genre_scores_gemma":[0.9827158,0.0018637988,0.015020029,0.00021700584,0.000058936697,0.00006561194,0.000033733613,0.0000148293,0.0000102670665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982503,0.00052860985,0.00043295173,0.00036638792,0.00017463502,0.0002471388],"domain_scores_gemma":[0.9974688,0.0013379458,0.0002585144,0.00079848233,0.00006719625,0.00006903942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008204536,0.00014302599,0.00033717885,0.000331591,0.00035415185,0.000020015817,0.0010186989,0.00007371141,0.000016016242],"category_scores_gemma":[0.0005766839,0.00013156961,0.000028311339,0.001039336,0.0003765324,0.00023419052,0.0009982199,0.0004194237,0.0000047243893],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000121912135,0.000031282572,0.94377697,0.000021556993,0.00002719598,0.000014268637,0.005262035,0.0017991813,0.00884533,0.00012473896,0.000028727989,0.040056508],"study_design_scores_gemma":[0.0006152576,0.000064517524,0.6041069,0.00014283208,0.00004183971,0.000021531505,0.00096039416,0.39268485,0.00024180968,0.0005435238,0.00042900193,0.00014756396],"about_ca_topic_score_codex":0.0025852046,"about_ca_topic_score_gemma":0.0005891029,"teacher_disagreement_score":0.39088565,"about_ca_system_score_codex":0.00042671803,"about_ca_system_score_gemma":0.00010319386,"threshold_uncertainty_score":0.5365253},"labels":[],"label_agreement":null},{"id":"W4376270644","doi":"10.1038/s43856-023-00292-y","title":"Combined COVID-19 vaccination and hepatitis C virus screening intervention in marginalised populations in Spain","year":2023,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Hepatitis C virus research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Liver Centre; University Health Network","funders":"AbbVie","keywords":"Medicine; Vaccination; Hepatitis C virus; Virology; Pandemic; Coronavirus disease 2019 (COVID-19); Hepatitis C; Men who have sex with men; Immunology; Human immunodeficiency virus (HIV); Virus; Internal medicine; Disease; Infectious disease (medical specialty)","score_opus":0.22815310636214967,"score_gpt":0.4657520164251367,"score_spread":0.23759891006298703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376270644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8405073,0.002438836,0.0059026317,0.1429149,0.00013464925,0.0024277794,0.000044451528,0.00036315573,0.005266244],"genre_scores_gemma":[0.98948425,0.005752092,0.00205646,0.000637732,0.000031090345,0.0002716976,0.0013082293,0.000026869235,0.0004315806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99782085,0.0006211047,0.00065624836,0.000258285,0.00036019942,0.00028329084],"domain_scores_gemma":[0.99785197,0.0006319044,0.00011147743,0.0010338286,0.00012264687,0.00024816804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022945928,0.00013916938,0.0003543233,0.0016831523,0.00017880197,0.00001785277,0.00031856878,0.000102969636,0.00036823621],"category_scores_gemma":[0.0045676376,0.00014217803,0.000038833918,0.0023206172,0.00018533217,0.0001722202,0.00031028385,0.00046964423,0.000038237224],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010014911,0.00019669025,0.9230775,0.00016125373,0.000016034228,0.000051617513,0.0015832753,0.000045206845,0.00047471246,0.0036048016,0.0020191444,0.06866957],"study_design_scores_gemma":[0.005256944,0.00021368204,0.9235569,0.0005075196,0.000022707178,0.000007998594,0.0005620606,0.06188519,0.000011084759,0.0016091989,0.0062561985,0.00011048673],"about_ca_topic_score_codex":0.022553451,"about_ca_topic_score_gemma":0.04616277,"teacher_disagreement_score":0.1489769,"about_ca_system_score_codex":0.00038315312,"about_ca_system_score_gemma":0.0001033033,"threshold_uncertainty_score":0.98395544},"labels":[],"label_agreement":null},{"id":"W4377138886","doi":"10.1038/s43856-023-00297-7","title":"Sex-disaggregated effectiveness data reporting in COVID-19 vaccine research: a systematic review","year":2023,"lang":"en","type":"review","venue":"Communications Medicine","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University; Ottawa Hospital; University of Ottawa","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; Canada Research Chairs","keywords":"Observational study; Meta-analysis; Medicine; Systematic review; Coronavirus disease 2019 (COVID-19); Demography; Population; Men who have sex with men; Family medicine; MEDLINE; Environmental health; Disease; Biology; Internal medicine; Human immunodeficiency virus (HIV)","score_opus":0.8727925205758337,"score_gpt":0.6699040608805453,"score_spread":0.20288845969528835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377138886","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[5.407654e-7,0.97319347,0.000021900201,0.0107289655,0.00018690387,0.014919549,0.00007947076,0.00031453045,0.00055468583],"genre_scores_gemma":[0.000016385271,0.98339254,0.00015671652,0.0010898362,0.00020079491,0.0036625555,0.010735554,0.00016242125,0.0005831882],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.97857493,0.0112055,0.006954913,0.0013181934,0.001213787,0.00073266885],"domain_scores_gemma":[0.9510362,0.020701246,0.0034114623,0.02343156,0.00066752674,0.0007520151],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.060136944,0.00060107,0.008278661,0.0015765175,0.00045511354,0.00002459306,0.004235738,0.0004669457,0.000073087016],"category_scores_gemma":[0.1994405,0.00041821407,0.0002729297,0.006553366,0.00038940684,0.00011192586,0.0028682793,0.0031331417,0.00021092959],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008169306,0.000103106555,0.00003547028,0.93528557,0.0003474646,0.00033190064,0.00027969744,5.575198e-8,9.2354554e-8,0.00006468644,0.0050083436,0.058535416],"study_design_scores_gemma":[0.0005511452,0.00009458332,0.000009234934,0.676258,0.0024754405,0.000994072,0.0006430029,0.000043879736,2.157583e-8,0.000096849835,0.31863979,0.0001939143],"about_ca_topic_score_codex":0.0013787452,"about_ca_topic_score_gemma":0.000528567,"teacher_disagreement_score":0.31363145,"about_ca_system_score_codex":0.0013371971,"about_ca_system_score_gemma":0.0032371304,"threshold_uncertainty_score":0.99982697},"labels":[],"label_agreement":null},{"id":"W4380364313","doi":"10.1038/s43856-023-00307-8","title":"Proteomic characterization of acute kidney injury in patients hospitalized with SARS-CoV2 infection","year":2023,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; National Heart, Lung, and Blood Institute; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Acute kidney injury; Medicine; Intensive care medicine; Internal medicine","score_opus":0.03128035235904248,"score_gpt":0.355554558938848,"score_spread":0.32427420657980555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380364313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821839,0.0000010577479,0.00009222854,0.014161375,0.00007655999,0.0016772987,0.00018771403,0.00013205162,0.0014878423],"genre_scores_gemma":[0.9903349,0.0010071745,0.0004621541,0.000537817,0.000042060907,0.00042212463,0.0066951914,0.00003998136,0.0004585615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842864,0.00015939667,0.0005105239,0.000211385,0.00044624065,0.00024378797],"domain_scores_gemma":[0.9975655,0.000016279038,0.00021657415,0.0015974,0.00043070456,0.0001735406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048628045,0.00015654102,0.00041657448,0.0008040748,0.00009247714,0.000005863247,0.00035629433,0.000103790895,0.00008621885],"category_scores_gemma":[0.00055662246,0.00012147786,0.000037701673,0.002151703,0.0004381213,0.0001767849,0.0002331357,0.00037418376,0.000062547006],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073199824,0.00044096546,0.8548732,0.00013451053,0.0001594329,0.0000031502443,0.0006548114,5.606781e-8,0.13063908,0.00011150192,0.009808734,0.002442583],"study_design_scores_gemma":[0.0044479235,0.0015306807,0.982142,0.0006755439,0.00013517929,0.000004029427,0.0000036076915,0.0003826094,0.0055189924,0.000041255258,0.0050124815,0.00010574802],"about_ca_topic_score_codex":0.00014927422,"about_ca_topic_score_gemma":3.4494022e-7,"teacher_disagreement_score":0.12726876,"about_ca_system_score_codex":0.00015062523,"about_ca_system_score_gemma":0.00026290017,"threshold_uncertainty_score":0.49537233},"labels":[],"label_agreement":null},{"id":"W4384926326","doi":"10.1038/s43856-023-00313-w","title":"Identifying healthy individuals with Alzheimer’s disease neuroimaging phenotypes in the UK Biobank","year":2023,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Parkwood Institute; St Joseph's Health Care; Sunnybrook Health Science Centre; McGill University; Jewish General Hospital","funders":"National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; Genentech; IXICO; H. Lundbeck A/S; Servier; Eisai; Medical Research Council; Meso Scale Diagnostics; Department of Health and Social Care; National Institute on Aging; National Institute for Health and Care Research; Northern California Institute for Research and Education; Pfizer; Biogen; BioClinica; F. Hoffmann-La Roche; Wellcome Trust; University of Southern California; Eli Lilly and Company; U.S. Department of Defense; Alzheimer's Disease Neuroimaging Initiative; NIHR Cambridge Biomedical Research Centre; Novartis Pharmaceuticals Corporation; Bristol-Myers Squibb; Alzheimer's Association; Foundation for the National Institutes of Health","keywords":"Biobank; Neuroimaging; Disease; Phenotype; Alzheimer's disease; Clinical phenotype; Neuroscience; Medicine; Alzheimer's Disease Neuroimaging Initiative; Psychology; Bioinformatics; Biology; Pathology; Genetics; Gene","score_opus":0.14866969403787156,"score_gpt":0.4318110456065169,"score_spread":0.28314135156864534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384926326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61536497,0.0141433,0.00027216578,0.35103723,0.000117646436,0.0022362021,0.000017565268,0.00024117097,0.016569745],"genre_scores_gemma":[0.9919949,0.0022599003,0.00031405457,0.004603415,0.00007430569,0.00023854688,0.000321983,0.000019540139,0.00017332041],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982044,0.0003408262,0.00029263325,0.00021629654,0.00060419645,0.00034164652],"domain_scores_gemma":[0.99763143,0.00052879384,0.00007198764,0.0014699196,0.00012743393,0.00017041074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013657679,0.00012802877,0.00020469591,0.0004576298,0.0003230911,0.00003243171,0.0006858794,0.000020592955,0.00014641944],"category_scores_gemma":[0.0003205204,0.000077362936,0.00003287157,0.0016911132,0.00049798394,0.00008407788,0.00026058557,0.0004176809,0.00012221288],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000122817,0.00024410896,0.97363603,0.00006581152,0.00007588874,0.000085545784,0.002610801,0.0000012459784,0.00012590812,0.0014601373,0.0073830737,0.014188619],"study_design_scores_gemma":[0.0018210207,0.00026181657,0.98143137,0.0003968238,0.00024102206,0.000020680105,0.0036300179,0.0003145074,0.0000111464515,0.0005985308,0.0111913765,0.00008167197],"about_ca_topic_score_codex":0.00014729811,"about_ca_topic_score_gemma":0.00006709452,"teacher_disagreement_score":0.37662998,"about_ca_system_score_codex":0.000027333539,"about_ca_system_score_gemma":0.00016116325,"threshold_uncertainty_score":0.3154769},"labels":[],"label_agreement":null},{"id":"W4386100118","doi":"10.1038/s43856-023-00340-7","title":"Preclinical evaluation of manufacturable SARS-CoV-2 spike virus-like particles produced in Chinese Hamster Ovary cells","year":2023,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Institute for Nanotechnology; National Research Council Canada","funders":"","keywords":"Chinese hamster ovary cell; Virus-like particle; Virology; Cricetulus; Biology; Antigen; Virus; Glycosylation; Hamster; In vivo; Titer; Antibody; Cell culture; Cell biology; Molecular biology; Recombinant DNA; Immunology; Biochemistry; Genetics; Gene","score_opus":0.10682349672880456,"score_gpt":0.4183513994931181,"score_spread":0.3115279027643135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386100118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99507844,0.0018286351,0.000025083924,0.0014080383,0.00024268132,0.0004059236,0.0000134219335,0.00002527772,0.00097250723],"genre_scores_gemma":[0.9975452,0.0011962146,0.0001470819,0.00045792616,0.00010272484,0.00014592134,0.00028907278,0.000015685786,0.000100187084],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99855983,0.00035838134,0.0004316768,0.0002501488,0.0002384202,0.00016151104],"domain_scores_gemma":[0.99802893,0.000080320606,0.00013974714,0.0015153727,0.00018216483,0.00005346537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011075209,0.00012049152,0.00018369345,0.00010309822,0.00008414418,0.0000064685128,0.0004228372,0.00009290936,0.000037419686],"category_scores_gemma":[0.0007238084,0.00009482031,0.00006150357,0.00032693855,0.00021071667,0.000008503212,0.00030032804,0.00011648791,0.00002918064],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005385142,0.00017871925,0.006392584,0.000022635488,0.00002477356,3.7072536e-7,0.00017371189,0.00028827848,0.96676636,0.000008822816,0.023019936,0.0030699684],"study_design_scores_gemma":[0.0018713574,0.0003321369,0.039536294,0.00013719575,0.00007300506,0.000002753956,0.00013754552,0.0067883534,0.9387425,0.00120935,0.010985944,0.00018354488],"about_ca_topic_score_codex":0.00013706628,"about_ca_topic_score_gemma":0.00023485157,"teacher_disagreement_score":0.03314371,"about_ca_system_score_codex":0.000016133785,"about_ca_system_score_gemma":0.00009868227,"threshold_uncertainty_score":0.386666},"labels":[],"label_agreement":null},{"id":"W4386917281","doi":"10.1038/s43856-023-00354-1","title":"Membrane procoagulation and N‑terminomics/TAILS profiling in Montreal platelet syndrome kindred with VWF p.V1316M mutation","year":2023,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Institute for Cancer Research; Island Health; University of British Columbia; Libin Cardiovascular Institute of Alberta; Alberta Bone and Joint Health Institute; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; University of Calgary; Alberta Innovates; Cumming School of Medicine, University of Calgary; Canadian Institutes of Health Research; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Platelet; Von Willebrand factor; Mutation; Profiling (computer programming); Chemistry; Medicine; Molecular biology; Internal medicine; Biology; Biochemistry; Gene; Computer science","score_opus":0.03830657653852307,"score_gpt":0.3054802682659725,"score_spread":0.2671736917274494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386917281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886799,0.00044759663,0.00003443681,0.0068642893,0.000027580303,0.0011913576,0.000007663816,0.000118925425,0.0026282803],"genre_scores_gemma":[0.9960466,0.00082492747,0.0012875659,0.00010463597,0.000016700977,0.00020389952,0.0012043474,0.000025594889,0.00028575305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895465,0.00005505464,0.00034642016,0.0002434017,0.00018183356,0.00021864261],"domain_scores_gemma":[0.9988004,0.00017803104,0.00011902613,0.0007244418,0.000076814635,0.00010127807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023679089,0.00016029913,0.00039988747,0.00039883016,0.00013965213,0.0000117259915,0.00014764552,0.00008308232,0.000015140431],"category_scores_gemma":[0.000091150876,0.00012757952,0.000019300316,0.00066672417,0.00021593065,0.000138439,0.00007310845,0.00019899294,0.000029028588],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032751716,0.004436175,0.61789834,0.0021778375,0.0016775882,0.012335325,0.037421554,0.0010926151,0.020340273,0.006249546,0.0014069858,0.29168856],"study_design_scores_gemma":[0.019972567,0.001640063,0.9322705,0.0015051471,0.00034844017,0.0026634964,0.003693165,0.034510374,0.00090042205,0.0013877524,0.00069081306,0.00041721578],"about_ca_topic_score_codex":0.0005072337,"about_ca_topic_score_gemma":0.0008889148,"teacher_disagreement_score":0.31437218,"about_ca_system_score_codex":0.00006206282,"about_ca_system_score_gemma":0.00008345631,"threshold_uncertainty_score":0.5202542},"labels":[],"label_agreement":null},{"id":"W4387099259","doi":"10.1038/s43856-023-00361-2","title":"Genetic and clinical variables act synergistically to impact neurodevelopmental outcomes in children with single ventricle heart disease","year":2023,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Congenital heart defects research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; National Center for Research Resources; National Institute of General Medical Sciences; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Heart disease; Context (archaeology); Etiology; Medicine; Cohort; Disease; Internal medicine; Biology","score_opus":0.03752278795464508,"score_gpt":0.381345358302134,"score_spread":0.3438225703474889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387099259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99564385,0.00048326494,0.00006630408,0.0032402184,0.000018320223,0.00037363358,0.000017250333,0.000019936359,0.00013721996],"genre_scores_gemma":[0.99788886,0.00030166243,0.0010735877,0.00035095433,0.00003596781,0.00003818835,0.00013297937,0.00001866079,0.00015912404],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897295,0.00016481966,0.00023432687,0.00024981267,0.0001491748,0.00022888939],"domain_scores_gemma":[0.9985536,0.00017731059,0.000021694386,0.0009053715,0.00005366745,0.00028838846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003007199,0.00010799964,0.00017406045,0.00012617506,0.0000890633,0.000015020163,0.0003328715,0.000040786585,0.000018642886],"category_scores_gemma":[0.00090740283,0.00008175036,0.000028129793,0.0004037489,0.00025120893,0.0000036131662,0.0005602097,0.00012974524,0.000025892181],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006437465,0.00015453574,0.99027133,0.000004254391,0.00004136208,0.0000047736185,0.000020154712,0.000017733366,0.0046631317,0.000008530594,0.0007383072,0.004011518],"study_design_scores_gemma":[0.00062033563,0.0005529741,0.9971072,0.000025932684,0.000019189396,0.000017530261,0.000016363614,0.00022338332,0.000036353693,0.000022646698,0.0012635352,0.000094542585],"about_ca_topic_score_codex":0.00008755817,"about_ca_topic_score_gemma":0.0001150547,"teacher_disagreement_score":0.0068358886,"about_ca_system_score_codex":0.000023120178,"about_ca_system_score_gemma":0.00012885264,"threshold_uncertainty_score":0.33336827},"labels":[],"label_agreement":null},{"id":"W4387164023","doi":"10.1038/s43856-023-00362-1","title":"Conversion of the bronchial tree into a conforming electrode to ablate the lung nodule in a porcine model","year":2023,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Korea Institute for Advancement of Technology; Ministry of Trade, Industry and Energy","keywords":"Ablation; Electrode; Catheter; Lung; Fluoroscopy; Biomedical engineering; Medicine; Bronchoscopy; Radiofrequency ablation; Lung cancer; Materials science; Radiology; Pathology; Chemistry","score_opus":0.026579281250406848,"score_gpt":0.33329047583604005,"score_spread":0.3067111945856332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387164023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8852898,0.0016978526,0.00030202512,0.09891023,0.00012721607,0.0013302143,0.000010978182,0.000063800195,0.012267872],"genre_scores_gemma":[0.99701536,0.0006072114,0.00035922127,0.0008734484,0.000054547854,0.0000752036,0.0000700113,0.0000148437,0.00093017705],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99904275,0.00006798063,0.0003317422,0.00012813725,0.00024449246,0.00018486858],"domain_scores_gemma":[0.9978152,0.00021349321,0.00009327801,0.0017095327,0.00009697242,0.00007150962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045161133,0.00011071452,0.00029552163,0.0001683675,0.00018844489,0.0000030200374,0.00039468866,0.00004320211,0.000015415579],"category_scores_gemma":[0.0002512894,0.00005938177,0.000083364925,0.00094809546,0.0002216391,0.000036070436,0.00037435122,0.00023420327,0.000015489568],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031088337,0.0017836018,0.31882092,0.0012352688,0.0021511947,0.00011112088,0.14743553,0.010428962,0.13438608,0.04321947,0.22669768,0.11062133],"study_design_scores_gemma":[0.016627902,0.0008253609,0.42282623,0.0025254656,0.001186782,0.00014022148,0.006902023,0.5095059,0.006505964,0.0018139079,0.030715806,0.00042437008],"about_ca_topic_score_codex":0.0008042666,"about_ca_topic_score_gemma":0.00038281805,"teacher_disagreement_score":0.499077,"about_ca_system_score_codex":0.00012986192,"about_ca_system_score_gemma":0.00012270208,"threshold_uncertainty_score":0.24215183},"labels":[],"label_agreement":null},{"id":"W4387168501","doi":"10.1038/s43856-023-00355-0","title":"Intestinal disturbances associated with mortality of children with complicated severe malnutrition","year":2023,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Medical Research Council; Canadian Institutes of Health Research; Wellcome Trust; Hospital for Sick Children; University of Toronto; University of Oxford; Bill and Melinda Gates Foundation","keywords":"Calprotectin; Medicine; Malnutrition; Feces; Internal medicine; Severe Acute Malnutrition; Enteropathy; Gastroenterology; Confounding; Short bowel syndrome; Randomized controlled trial; Immunology; Physiology; Parenteral nutrition; Inflammatory bowel disease; Disease; Biology","score_opus":0.0641210610150629,"score_gpt":0.3311184250139245,"score_spread":0.26699736399886165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387168501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97540987,0.00036048115,0.00012657595,0.021137796,0.000042356176,0.0005151094,0.000076297074,0.00034568083,0.0019858398],"genre_scores_gemma":[0.9963919,0.000083911196,0.00036806898,0.00022835475,0.00004088542,0.00004872093,0.0027741585,0.000019031717,0.000044962253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893665,0.00015258092,0.0003074356,0.00017926731,0.00026097865,0.00016311207],"domain_scores_gemma":[0.99815184,0.00028069358,0.00021983175,0.0010124511,0.0002696787,0.00006549097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024412827,0.00013245178,0.00027550847,0.0001601416,0.000224685,0.0000128277015,0.0006040381,0.000042242667,0.00002857879],"category_scores_gemma":[0.00014411577,0.00009311995,0.000025200268,0.0012604455,0.0007207451,0.0001115633,0.00009682418,0.00021946798,0.000007549012],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000201935,0.00047905496,0.98799556,0.00005186198,0.00014899814,0.0000014471985,0.0005510427,0.000018178067,0.00039775722,0.00031522472,0.009173472,0.0006654605],"study_design_scores_gemma":[0.0024459197,0.00038910523,0.99375355,0.0010555773,0.0001475015,0.00003081789,0.00015964935,0.00040903123,0.0005557793,0.0006186758,0.00030036265,0.00013400272],"about_ca_topic_score_codex":0.00033251097,"about_ca_topic_score_gemma":0.00037668593,"teacher_disagreement_score":0.020982042,"about_ca_system_score_codex":0.000047131878,"about_ca_system_score_gemma":0.000012527062,"threshold_uncertainty_score":0.37973213},"labels":[],"label_agreement":null},{"id":"W4387328204","doi":"10.1038/s43856-023-00371-0","title":"Precision gestational diabetes treatment: a systematic review and meta-analyses","year":2023,"lang":"en","type":"review","venue":"Communications Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Population Health Research Institute; University of Manitoba; Université de Sherbrooke; McMaster University; Centre Hospitalier Universitaire Sainte-Justine; Impact; University of Calgary","funders":"Medical Research Council; Novo Nordisk Fonden; European Association for the Study of Diabetes; Lunds Universitet; British Heart Foundation; Wellcome Trust","keywords":"Gestational diabetes; Medicine; Psychological intervention; Clinical Practice; Metformin; Pregnancy; Intensive care medicine; Insulin; Internal medicine; Gestation; Physical therapy","score_opus":0.5529373561938623,"score_gpt":0.5486239055329752,"score_spread":0.004313450660887064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387328204","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[9.482761e-8,0.98577964,0.000016250491,0.006280154,0.000018513454,0.006486463,0.0001505709,0.00010094698,0.0011673598],"genre_scores_gemma":[0.0000013155674,0.9774615,0.0009018331,0.0006320149,0.000032926506,0.006509055,0.003921696,0.00006597882,0.010473679],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99632674,0.0008902486,0.0014201805,0.0004216821,0.000642105,0.00029904328],"domain_scores_gemma":[0.99221605,0.0038455706,0.0005834931,0.0027069033,0.00035981735,0.00028815822],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011908712,0.0004952188,0.0058295694,0.0006966767,0.00019667562,0.000027445567,0.00061425904,0.00010947088,0.0003061875],"category_scores_gemma":[0.0034881488,0.00026345038,0.0006603586,0.0010365491,0.00035493815,0.00007118183,0.00038111533,0.00030868666,0.000315528],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.843334e-7,0.000108281616,5.4076287e-7,0.9526124,0.01763391,0.0000051574016,0.000031687185,6.3866345e-8,1.7076619e-7,0.00049750425,0.004566884,0.024542645],"study_design_scores_gemma":[0.00025687588,0.000250758,0.000008088414,0.26862252,0.37470126,0.000014772669,0.00002898368,0.000033253677,4.650646e-8,0.00015711882,0.355764,0.00016233302],"about_ca_topic_score_codex":0.000024701123,"about_ca_topic_score_gemma":0.000010960374,"teacher_disagreement_score":0.6839899,"about_ca_system_score_codex":0.00021708423,"about_ca_system_score_gemma":0.0002341266,"threshold_uncertainty_score":0.99998176},"labels":[],"label_agreement":null},{"id":"W4387328231","doi":"10.1038/s43856-023-00363-0","title":"Impact of individual and environmental factors on dietary or lifestyle interventions to prevent type 2 diabetes development: a systematic review","year":2023,"lang":"en","type":"review","venue":"Communications Medicine","topic":"Diet and metabolism studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Université de Sherbrooke; McMaster University; Centre Hospitalier Universitaire Sainte-Justine; Population Health Research Institute; Université de Montréal; Impact; University of Calgary","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Novo Nordisk Fonden; Science and Engineering Research Board; National Institutes of Health; European Association for the Study of Diabetes; American Diabetes Association; Novo Nordisk; Lunds Universitet; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Danmarks Grundforskningsfond","keywords":"Type 2 diabetes; Psychological intervention; Gerontology; Medicine; Environmental health; Psychology; Diabetes mellitus; Endocrinology; Nursing","score_opus":0.21457197884389476,"score_gpt":0.43998799390937204,"score_spread":0.2254160150654773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387328231","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039207475,0.9954299,4.7482197e-7,0.00019411951,0.00011119817,0.00357918,0.00013151429,0.000043891698,0.00011766839],"genre_scores_gemma":[0.00052297127,0.9953967,0.00014528591,0.000092645874,0.00003821614,0.00062545296,0.0022111111,0.00005476157,0.00091290317],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9973736,0.0003330845,0.0014480338,0.00025582555,0.0003732095,0.00021627471],"domain_scores_gemma":[0.99662954,0.0009262072,0.00058477325,0.0015898693,0.000053004285,0.00021661288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083921984,0.00041243318,0.0034795292,0.00044166634,0.00013159796,0.000006319147,0.00062480604,0.000099610836,0.000078159195],"category_scores_gemma":[0.0018903003,0.00022246363,0.00043111475,0.0006314973,0.00022745349,0.00003045344,0.00077154656,0.0003412835,0.000060371072],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005474178,0.00053967704,0.00012410327,0.93869054,0.0027560142,0.0000018421591,0.0011283645,1.8561009e-8,6.381191e-7,0.0000104933,0.003696841,0.053045973],"study_design_scores_gemma":[0.00019097746,0.0009580706,0.0026345078,0.911471,0.013819999,0.0000052467503,0.00024477814,2.3691139e-7,1.6186968e-7,0.0000018530627,0.07048398,0.00018916247],"about_ca_topic_score_codex":0.0000067578667,"about_ca_topic_score_gemma":0.000010762188,"teacher_disagreement_score":0.066787146,"about_ca_system_score_codex":0.00014131701,"about_ca_system_score_gemma":0.00020692167,"threshold_uncertainty_score":0.90718037},"labels":[],"label_agreement":null},{"id":"W4387328304","doi":"10.1038/s43856-023-00368-9","title":"Genotype-stratified treatment for monogenic insulin resistance: a systematic review","year":2023,"lang":"en","type":"review","venue":"Communications Medicine","topic":"Nuclear Structure and Function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Population Health Research Institute; University of Manitoba; Université de Sherbrooke; McMaster University; Centre Hospitalier Universitaire Sainte-Justine; Impact; University of Calgary","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Novo Nordisk Fonden; Wellcome Trust; Medicinska Fakulteten, Lunds Universitet; Novo Nordisk; American Diabetes Association; Wellcome; Novo Nordisk Foundation Center for Basic Metabolic Research; Lunds Universitet; European Association for the Study of Diabetes; U.S. Department of Health and Human Services","keywords":"Genotype; Insulin resistance; Genetics; Biology; Resistance (ecology); Medicine; Insulin; Bioinformatics; Computational biology; Biotechnology; Gene; Agronomy","score_opus":0.12088845619410993,"score_gpt":0.39814676470727556,"score_spread":0.27725830851316563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387328304","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.3921024e-7,0.99462056,0.00014534047,0.00039738795,0.00015952061,0.003728563,0.00009041875,0.000037290843,0.00082078174],"genre_scores_gemma":[0.0000020656594,0.98588955,0.00058435317,0.00018561975,0.0002571528,0.0022606582,0.0045122216,0.0000737617,0.0062346156],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983601,0.00022353849,0.00083070755,0.00032206046,0.00010130446,0.00016228712],"domain_scores_gemma":[0.9960791,0.0001613074,0.00047471732,0.0030904412,0.00012733911,0.000067132554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003820053,0.0003110019,0.0014658676,0.00008334704,0.00017044245,0.000009250913,0.0007544118,0.00023892698,0.000013122581],"category_scores_gemma":[0.0005577861,0.00020936994,0.00035952823,0.0002733417,0.00011381402,0.0000016670089,0.00012073529,0.00012560672,0.000061232065],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013470757,0.000041687268,3.8007972e-8,0.91317785,0.00090841594,7.652364e-7,0.000037763886,5.949591e-8,0.000037372607,0.0005205733,0.023732956,0.061529066],"study_design_scores_gemma":[0.00020639914,0.00016574406,1.1809611e-7,0.18791144,0.0034377563,0.000009077353,0.000016389857,0.0000013637515,0.0000014081223,0.00005368234,0.808049,0.00014759037],"about_ca_topic_score_codex":0.0000066147522,"about_ca_topic_score_gemma":0.00010195079,"teacher_disagreement_score":0.78431606,"about_ca_system_score_codex":0.00007990984,"about_ca_system_score_gemma":0.0001887543,"threshold_uncertainty_score":0.8537858},"labels":[],"label_agreement":null},{"id":"W4387345179","doi":"10.1038/s43856-023-00366-x","title":"Participant characteristics in the prevention of gestational diabetes as evidence for precision medicine: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Communications Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Population Health Research Institute; University of Manitoba; Université de Sherbrooke; McMaster University; Centre Hospitalier Universitaire Sainte-Justine; Impact; University of Calgary","funders":"National Health and Medical Research Council; Novo Nordisk Fonden; European Association for the Study of Diabetes; Lunds Universitet; Diabetes UK; National Institute of Diabetes and Digestive and Kidney Diseases; Australian Government; Wellcome Trust; Medical Research Council; Novo Nordisk; American Diabetes Association","keywords":"Meta-analysis; Gestational diabetes; Systematic review; Medicine; MEDLINE; Psychology; Pregnancy; Gestation; Internal medicine; Political science; Biology","score_opus":0.6587276517417008,"score_gpt":0.5653135309546496,"score_spread":0.09341412078705114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387345179","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000026158348,0.97592974,0.00014728235,0.014335395,0.000015245237,0.009415635,0.0000816159,0.00001578593,0.000056670666],"genre_scores_gemma":[0.00022619471,0.986174,0.00042817136,0.0006013615,0.000026455476,0.009671216,0.0019243626,0.000025775435,0.0009224516],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9948465,0.0014752183,0.0022882905,0.00032658124,0.00081924116,0.0002441447],"domain_scores_gemma":[0.98185414,0.014180577,0.00120414,0.002097419,0.0005535986,0.000110114175],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0076284613,0.00029646524,0.0057090926,0.00080312596,0.00010054278,0.000011831095,0.00086582394,0.000085697175,0.00011591525],"category_scores_gemma":[0.021999147,0.00014933996,0.00069204584,0.0020115694,0.0004315692,0.000072620096,0.00022691624,0.00031279787,0.000013726519],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047563376,0.000111067406,0.000006227511,0.9576065,0.03487166,0.0000013901373,0.00032929156,2.2009327e-7,3.3228037e-7,0.0018878593,0.0011891068,0.0039915717],"study_design_scores_gemma":[0.00020596689,0.00037885547,0.0002058883,0.25330585,0.7311974,0.0000034846016,0.00021003961,0.000108422806,2.634586e-8,0.0005824323,0.013702356,0.00009926254],"about_ca_topic_score_codex":0.000034597357,"about_ca_topic_score_gemma":0.00003263566,"teacher_disagreement_score":0.70430064,"about_ca_system_score_codex":0.00006355834,"about_ca_system_score_gemma":0.00021645115,"threshold_uncertainty_score":0.98623896},"labels":[],"label_agreement":null},{"id":"W4387345288","doi":"10.1038/s43856-023-00359-w","title":"Treatment effect heterogeneity following type 2 diabetes treatment with GLP1-receptor agonists and SGLT2-inhibitors: a systematic review","year":2023,"lang":"en","type":"review","venue":"Communications Medicine","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Population Health Research Institute; University of Manitoba; Université de Sherbrooke; McMaster University; Centre Hospitalier Universitaire Sainte-Justine; Impact; University of Calgary","funders":"National Heart, Lung, and Blood Institute; Research England; Medical Research Council; National Institutes of Health; Novo Nordisk; National Institute for Health and Care Research; European Association for the Study of Diabetes; National Institute of Diabetes and Digestive and Kidney Diseases; Lunds Universitet; European Foundation for the Study of Diabetes; Department of Health and Social Care; U.S. Department of Veterans Affairs; British Heart Foundation; National Center for Advancing Translational Sciences; Wellcome Trust; Novo Nordisk Fonden; Boettcher Foundation; American Diabetes Association","keywords":"Type 2 diabetes; Medicine; Computational biology; Pharmacology; Diabetes mellitus; Bioinformatics; Internal medicine; Biology; Endocrinology","score_opus":0.07529574964778132,"score_gpt":0.38171573001459763,"score_spread":0.3064199803668163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387345288","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000099963865,0.98483396,9.061215e-7,0.0011647252,0.00023495931,0.01265867,0.000029974408,0.0003197478,0.0006571128],"genre_scores_gemma":[0.00009609435,0.9870143,0.00022351075,0.0001394861,0.00014598714,0.006755426,0.0028825474,0.00016829289,0.0025743318],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99635416,0.0007871277,0.0012468033,0.00068553566,0.00043097034,0.00049542094],"domain_scores_gemma":[0.99346024,0.0014186262,0.00066221115,0.004009219,0.00009928488,0.00035044065],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000617778,0.0011100826,0.0066591,0.00040291785,0.0002995941,0.000043654054,0.00048420153,0.00018658335,0.000022661845],"category_scores_gemma":[0.000298913,0.00055380596,0.0007193059,0.000983377,0.00028267654,0.000068993606,0.00027402164,0.0002157459,0.00031085705],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011562552,0.00047041566,0.00013874797,0.77654356,0.01099541,0.000051281666,0.0001071145,1.2743823e-8,0.0000013472616,0.000029539828,0.0013499623,0.21030103],"study_design_scores_gemma":[0.0015338203,0.005451664,0.0000031117781,0.5474017,0.05854284,0.000022236947,0.000020701957,0.0000050918766,0.000002516619,0.0000010633601,0.3867257,0.0002895592],"about_ca_topic_score_codex":0.000054659147,"about_ca_topic_score_gemma":0.000045623627,"teacher_disagreement_score":0.3853757,"about_ca_system_score_codex":0.001119635,"about_ca_system_score_gemma":0.00020873897,"threshold_uncertainty_score":0.99969137},"labels":[],"label_agreement":null},{"id":"W4387345333","doi":"10.1038/s43856-023-00357-y","title":"Disease-modifying therapies and features linked to treatment response in type 1 diabetes prevention: a systematic review","year":2023,"lang":"en","type":"review","venue":"Communications Medicine","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Population Health Research Institute; University of Manitoba; Université de Sherbrooke; McMaster University; Centre Hospitalier Universitaire Sainte-Justine; Impact; University of Calgary","funders":"George and Frances Ball Foundation; National Heart, Lung, and Blood Institute; National Institute of Allergy and Infectious Diseases; National Center for Advancing Translational Sciences; Leona M. and Harry B. Helmsley Charitable Trust; Department of Health and Social Care; Medical Research Council; National Institute of Diabetes and Digestive and Kidney Diseases; Lunds Universitet; Diabetes UK; National Cancer Institute; British Heart Foundation; Wellcome Trust; McMaster University; European Association for the Study of Diabetes; Novo Nordisk; National Institute for Health and Care Research; Novo Nordisk Fonden; U.S. Department of Veterans Affairs; American Diabetes Association; Ball Brothers Foundation; John Templeton Foundation; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Disease; Medicine; Type 2 diabetes; Diabetes mellitus; Internal medicine; Endocrinology","score_opus":0.07322674054438762,"score_gpt":0.39480504247279685,"score_spread":0.32157830192840925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387345333","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011357402,0.99523664,9.3787776e-7,0.0023471524,0.00004724548,0.0021549219,0.000025669562,0.000021773758,0.000052111933],"genre_scores_gemma":[0.00017868035,0.9959179,0.000060377024,0.00032392013,0.000034556346,0.0012567833,0.0008831806,0.000040677656,0.0013038937],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99799263,0.0009319706,0.00052552857,0.0002717612,0.00009848378,0.00017962666],"domain_scores_gemma":[0.9977718,0.0003353831,0.0002294411,0.0014934554,0.000062800675,0.00010713135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077464327,0.0002636932,0.0011821532,0.00014887804,0.00009050961,0.000016022774,0.00049424934,0.00012219002,0.0000044753224],"category_scores_gemma":[0.0016041137,0.00018218563,0.0001439718,0.00046426503,0.00009071821,0.0000024311169,0.00024379464,0.00011973305,0.000015678655],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000563517,0.0002962016,0.00004650785,0.8053197,0.0015536302,0.000004043971,0.00043233827,8.7795286e-7,0.000034732562,0.00008644006,0.004496627,0.18767253],"study_design_scores_gemma":[0.0002556012,0.00038955297,0.0001000371,0.5393438,0.0016055374,9.686505e-7,0.00010633954,0.0000019888278,1.3577514e-7,0.00003620202,0.45794573,0.00021413552],"about_ca_topic_score_codex":0.0000070532906,"about_ca_topic_score_gemma":0.00003933169,"teacher_disagreement_score":0.4534491,"about_ca_system_score_codex":0.000057872883,"about_ca_system_score_gemma":0.00014873252,"threshold_uncertainty_score":0.7429314},"labels":[],"label_agreement":null},{"id":"W4387345344","doi":"10.1038/s43856-023-00358-x","title":"Utility and precision evidence of technology in the treatment of type 1 diabetes: a systematic review","year":2023,"lang":"en","type":"review","venue":"Communications Medicine","topic":"Diabetes Management and Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Population Health Research Institute; University of Manitoba; Université de Sherbrooke; McMaster University; Centre Hospitalier Universitaire Sainte-Justine; Impact; University of Calgary","funders":"Dexcom; National Institutes of Health; Vlaamse regering; KU Leuven; Moonshot Research and Development Program; Sanofi; National Institute of Diabetes and Digestive and Kidney Diseases; Lunds Universitet; Fonds Wetenschappelijk Onderzoek; Novo Nordisk; Pfizer; Insulet Corporation; Leona M. and Harry B. Helmsley Charitable Trust; National Center for Advancing Translational Sciences; Wellcome Trust; Novo Nordisk Fonden; Janssen Pharmaceuticals; McMaster University; Yale University; Bayer; Eli Lilly and Company; AstraZeneca; Bigfoot Biomedical; American Diabetes Association","keywords":"Glycemic; Medicine; Type 2 diabetes; Randomized controlled trial; Hypoglycemia; Systematic review; Scarcity; Intensive care medicine; Confounding; Health care; MEDLINE; Diabetes mellitus; Insulin; Internal medicine","score_opus":0.36613868853426407,"score_gpt":0.5108114450384094,"score_spread":0.1446727565041453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387345344","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000016629909,0.98934686,6.7225506e-7,0.0047015175,0.000024269824,0.0055096187,0.0000027047308,0.000017951237,0.00037977312],"genre_scores_gemma":[0.00026203977,0.99866104,0.00006027379,0.000030101852,0.000009892062,0.00058515597,0.0000482524,0.0000151383965,0.00032810782],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99751717,0.00068585266,0.0011516388,0.00018128143,0.0003225209,0.00014151398],"domain_scores_gemma":[0.99290085,0.0028367024,0.0004761271,0.0035609405,0.00019273526,0.00003265791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023834673,0.00017919157,0.002702617,0.00062425865,0.00003532127,0.0000023812497,0.0009472152,0.00011472209,0.000016322221],"category_scores_gemma":[0.004144204,0.00008291752,0.00012887597,0.002415108,0.0005360049,0.00002138431,0.00025835153,0.00023829847,0.000012453826],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020329092,0.00017896562,0.00005096225,0.77106184,0.00015757416,0.0000010848838,0.00011135957,1.7549819e-9,4.5318458e-7,0.00013790304,0.00024582908,0.22805199],"study_design_scores_gemma":[0.00017568555,0.00083153025,0.000027443239,0.8876896,0.0039064386,0.0000018566582,0.00013996681,0.000024019822,2.331518e-7,0.000093430994,0.107063994,0.000045835328],"about_ca_topic_score_codex":0.000008096967,"about_ca_topic_score_gemma":0.000008153101,"teacher_disagreement_score":0.22800615,"about_ca_system_score_codex":0.00004928835,"about_ca_system_score_gemma":0.00010765818,"threshold_uncertainty_score":0.49612984},"labels":[],"label_agreement":null},{"id":"W4387345432","doi":"10.1038/s43856-023-00369-8","title":"The use of precision diagnostics for monogenic diabetes: a systematic review and expert opinion","year":2023,"lang":"en","type":"review","venue":"Communications Medicine","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Population Health Research Institute; University of Manitoba; Université de Sherbrooke; McMaster University; Centre Hospitalier Universitaire Sainte-Justine; Impact; University of Calgary","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Haukeland Universitetssjukehus; Novo Nordisk; National Institute for Health and Care Research; Universitetet i Bergen; European Association for the Study of Diabetes; Novo Nordisk Fonden; Norges Forskningsråd; National Institute of Diabetes and Digestive and Kidney Diseases; Lunds Universitet; Diabetes UK; Trond Mohn stiftelse; Wellcome Trust; Wellcome; American Diabetes Association","keywords":"Expert opinion; Medicine; Data science; Computer science; Intensive care medicine","score_opus":0.34092555235674266,"score_gpt":0.4446721258198314,"score_spread":0.10374657346308874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387345432","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.8379512e-7,0.98989666,0.00008065899,0.0023635128,0.00020193451,0.007291761,0.00005477668,0.000061960345,0.000048434493],"genre_scores_gemma":[4.1726904e-7,0.99311525,0.00085499755,0.0005930801,0.00008323777,0.004026878,0.0006197056,0.000059655595,0.00064679445],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972956,0.00045795811,0.0015714917,0.00023060401,0.00024480105,0.00019950824],"domain_scores_gemma":[0.96998096,0.025455656,0.0008230394,0.003258074,0.00034720125,0.00013507594],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0012839023,0.00030014044,0.0031423718,0.00018584728,0.00023061958,0.000015424459,0.00054690667,0.00015729578,0.000007948536],"category_scores_gemma":[0.031237386,0.00015575223,0.00030312644,0.000561334,0.0004312787,0.00004313779,0.00027429376,0.00025121027,0.000016645743],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029925993,0.000048732243,0.0000029105524,0.88471,0.0005580804,1.2548448e-7,0.000061791645,1.5485956e-8,5.170623e-7,0.00026728836,0.043168064,0.07117945],"study_design_scores_gemma":[0.00019416634,0.0001246434,0.0000012947526,0.47192654,0.0046371613,0.0000052509886,0.000027169857,0.00007122726,1.4796888e-7,0.000023599343,0.5229192,0.00006961422],"about_ca_topic_score_codex":0.000008181814,"about_ca_topic_score_gemma":0.0000015435662,"teacher_disagreement_score":0.4797511,"about_ca_system_score_codex":0.00007042213,"about_ca_system_score_gemma":0.0001568406,"threshold_uncertainty_score":0.9769229},"labels":[],"label_agreement":null},{"id":"W4387375256","doi":"10.1038/s43856-023-00360-3","title":"Precision subclassification of type 2 diabetes: a systematic review","year":2023,"lang":"en","type":"review","venue":"Communications Medicine","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Population Health Research Institute; University of Manitoba; Université de Sherbrooke; McMaster University; Centre Hospitalier Universitaire Sainte-Justine; Impact; University of Calgary","funders":"National Heart, Lung, and Blood Institute; Medical Research Council; National Institutes of Health; Novo Nordisk Fonden; National Institute of General Medical Sciences; Novo Nordisk; National Institute for Health and Care Research; European Association for the Study of Diabetes; Novo Nordisk Foundation Center for Basic Metabolic Research; National Institute of Diabetes and Digestive and Kidney Diseases; Lunds Universitet; British Heart Foundation; Wellcome Trust; American Diabetes Association; American Heart Association; Pediatric Endocrine Society","keywords":"Type 2 diabetes; Systematic review; Medicine; Diabetes mellitus; MEDLINE; Political science; Endocrinology","score_opus":0.18271913571260825,"score_gpt":0.41382636523363336,"score_spread":0.2311072295210251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387375256","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[6.1707783e-7,0.9896866,0.00003172838,0.0006905687,0.0002494037,0.0072918045,0.000026605156,0.00018753794,0.0018351102],"genre_scores_gemma":[0.000010845812,0.99435216,0.00037620642,0.00017107607,0.00016259083,0.0014636961,0.0019758972,0.00013472652,0.0013528246],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9948617,0.0011337943,0.0024827453,0.0004283186,0.0008039202,0.00028949746],"domain_scores_gemma":[0.987606,0.0014616651,0.0014064014,0.008590414,0.0007397495,0.00019576604],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0034461287,0.00047738157,0.0070940526,0.0006173465,0.00011192981,0.000009022666,0.001479773,0.0003258128,0.00007407217],"category_scores_gemma":[0.007893036,0.00032071344,0.0010513486,0.0024716724,0.00045190027,0.000058266854,0.00037276742,0.00068243395,0.0005292357],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001127585,0.00006479355,4.4980206e-7,0.6671785,0.00083346805,0.0000011810815,0.000034717126,1.5466275e-8,2.5229946e-7,0.00006294672,0.0030702627,0.32875228],"study_design_scores_gemma":[0.00017956419,0.00012708148,0.000006683056,0.5724875,0.016704606,0.000014388866,0.000024413746,0.000014458732,2.6563393e-7,0.000021719385,0.41028187,0.00013750349],"about_ca_topic_score_codex":0.00012234127,"about_ca_topic_score_gemma":0.000020551688,"teacher_disagreement_score":0.4072116,"about_ca_system_score_codex":0.00019210724,"about_ca_system_score_gemma":0.00043436396,"threshold_uncertainty_score":0.9999245},"labels":[],"label_agreement":null},{"id":"W4388232744","doi":"10.1038/s43856-023-00387-6","title":"A qualitative study on healthcare professional and patient perspectives on nurse-led virtual prostate cancer survivorship care","year":2023,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Cancer survivorship and care","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Institute for Work & Health; Princess Margaret Cancer Centre; University of Calgary; Public Health Ontario; Trillium Health Centre; Niagara Health System; Queen Elizabeth II Health Sciences Centre; McMaster University; University of Waterloo; University of Toronto; University Health Network","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Government of Canada","keywords":"Nursing; Psychological intervention; Health care; Medicine; CLARITY; Qualitative research; Context (archaeology); Psychology","score_opus":0.07829015344157791,"score_gpt":0.4577944643974554,"score_spread":0.3795043109558775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388232744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91361016,0.0072600776,0.0000010114994,0.07423838,0.00056485663,0.001900258,0.00012214322,0.00019667391,0.002106435],"genre_scores_gemma":[0.9947497,0.0013752298,0.000012811503,0.001243776,0.00012250931,0.0011398111,0.0002627806,0.000044036988,0.0010493357],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9971917,0.0010175282,0.00039582406,0.000456141,0.0006441536,0.00029465184],"domain_scores_gemma":[0.9966858,0.0009030798,0.00015056258,0.001431599,0.00058220234,0.00024677505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051576283,0.00025939455,0.00047089285,0.00036298556,0.0004605965,0.000011371699,0.0002746623,0.00008346542,0.000060061077],"category_scores_gemma":[0.00035710874,0.00019254572,0.00005487605,0.0008772938,0.00046481783,0.00004855713,0.00014605245,0.00065263116,0.00003063285],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072528096,0.0005227775,0.010299371,0.000096462885,0.000101584854,0.000011720138,0.9676525,0.0000020582324,0.000046715642,0.0038008117,0.0020860054,0.01465473],"study_design_scores_gemma":[0.0021997571,0.0048645856,0.05110867,0.0012631009,0.000080217986,0.000002566518,0.9372461,0.000025222631,0.000018685825,0.000094195326,0.0029286463,0.0001682772],"about_ca_topic_score_codex":0.003681471,"about_ca_topic_score_gemma":0.007827601,"teacher_disagreement_score":0.08113955,"about_ca_system_score_codex":0.000337094,"about_ca_system_score_gemma":0.00024270924,"threshold_uncertainty_score":0.78517866},"labels":[],"label_agreement":null},{"id":"W4388529898","doi":"10.1038/s43856-023-00396-5","title":"Understanding intracranial aneurysm sounds via high-fidelity fluid-structure-interaction modelling","year":2023,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Toronto; Natural Sciences and Engineering Research Council of Canada; Government of Canada; Norges Forskningsråd; Government of Ontario","keywords":"Pulsatile flow; Acoustics; Physics; Mechanics; Medicine; Cardiology","score_opus":0.15650647700541584,"score_gpt":0.33836466708729346,"score_spread":0.18185819008187762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388529898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47749132,0.0010295,0.37472457,0.120339364,0.001808632,0.002126754,0.000089417175,0.002207034,0.020183418],"genre_scores_gemma":[0.99195194,0.00086978753,0.0040414594,0.0006498133,0.00049989234,0.00006769603,0.0012325542,0.00004609195,0.0006407901],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99815667,0.0001229164,0.0006181924,0.0003653076,0.00037690395,0.00036003266],"domain_scores_gemma":[0.9970148,0.0004388464,0.0001701306,0.00194575,0.00023557052,0.00019489636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030724547,0.00026307403,0.00042826845,0.00040852636,0.0007950945,0.000030383962,0.00048626045,0.00013893774,0.0003514985],"category_scores_gemma":[0.00012275141,0.00022553178,0.000100266814,0.0010904083,0.00039016752,0.00018297625,0.00017071892,0.00052996224,0.00020690584],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025171305,0.003298793,0.015236311,0.0009509348,0.002080104,0.0008279709,0.016188081,0.017406791,0.3423642,0.49826214,0.061205957,0.03966159],"study_design_scores_gemma":[0.0061923717,0.0009916001,0.011728667,0.0006463985,0.0013350551,0.002255695,0.0031504175,0.83217496,0.0007200047,0.12683848,0.013176754,0.0007896289],"about_ca_topic_score_codex":0.00043900427,"about_ca_topic_score_gemma":0.00010761092,"teacher_disagreement_score":0.81476814,"about_ca_system_score_codex":0.00039713623,"about_ca_system_score_gemma":0.00007551536,"threshold_uncertainty_score":0.9196919},"labels":[],"label_agreement":null},{"id":"W4389547294","doi":"10.1038/s43856-023-00418-2","title":"A bibliometric analysis of geographic disparities in the authorship of leading medical journals","year":2023,"lang":"en","type":"article","venue":"Communications Medicine","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Citation; Bibliometrics; Publication; Medical journal; Library science; Geography; Scopus; Dominance (genetics); Political science; Regional science; Medicine; Demography; MEDLINE; Sociology; Computer science; Law","score_opus":0.8156671707673102,"score_gpt":0.6660387258024996,"score_spread":0.14962844496481065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389547294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9503313,0.012081247,0.0008881981,0.03130213,0.00010430937,0.00012566987,0.000017335684,0.000012533688,0.005137308],"genre_scores_gemma":[0.984456,0.015156836,0.00010002562,0.00011547908,0.000016692162,0.000014954315,0.000016221136,0.000003769026,0.00011999074],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9861872,0.0012813462,0.0014379165,0.00022276059,0.010546784,0.00032399912],"domain_scores_gemma":[0.9535002,0.040832944,0.00054995547,0.002818174,0.0020804943,0.00021821144],"candidate_categories":["metaresearch","bibliometrics","open_science"],"consensus_categories":["metaresearch","bibliometrics"],"category_scores_codex":[0.103559375,0.000076806595,0.0005566597,0.8329811,0.00018184146,0.00015601421,0.008367079,0.00010532243,0.0005846008],"category_scores_gemma":[0.1926526,0.000042793283,0.00019929717,0.9695321,0.0012256884,0.00018011051,0.0010112891,0.00048764053,0.00002060458],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003832819,0.000104082574,0.94194317,0.0000074764607,0.00009987277,0.0000024363424,0.0007163965,0.00004498337,0.000074636046,0.0061339294,0.0041351058,0.046734054],"study_design_scores_gemma":[0.00020048743,0.00005891856,0.9653607,0.000054127675,0.00007702192,0.0000020183427,0.0014666049,0.024183469,0.000016995045,0.007094647,0.0014440481,0.00004095841],"about_ca_topic_score_codex":0.00081343995,"about_ca_topic_score_gemma":0.00036828773,"teacher_disagreement_score":0.13655095,"about_ca_system_score_codex":0.000016019254,"about_ca_system_score_gemma":0.000117880605,"threshold_uncertainty_score":0.99699813},"labels":[],"label_agreement":null},{"id":"W4389920907","doi":"10.1038/s43856-023-00393-8","title":"Refining the diagnosis of gestational diabetes mellitus: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Communications Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Population Health Research Institute; University of Manitoba; McMaster University; Centre Hospitalier Universitaire Sainte-Justine; Impact; University of Calgary","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Heart, Lung, and Blood Institute; National Health and Medical Research Council; Novo Nordisk Fonden; National Institute of Diabetes and Digestive and Kidney Diseases; Robert Wood Johnson Foundation; Lunds Universitet; National Human Genome Research Institute; Wellcome Trust; Australian Diabetes Society; Medical Research Council; European Association for the Study of Diabetes; Novo Nordisk; American Diabetes Association; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Gestational diabetes; Meta-analysis; Refining (metallurgy); Medicine; Diabetes mellitus; Obstetrics; Systematic review; MEDLINE; Pregnancy; Internal medicine; Gestation; Endocrinology; Biology; Metallurgy; Materials science","score_opus":0.3640631160347245,"score_gpt":0.47134081961465696,"score_spread":0.10727770357993244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389920907","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[9.521106e-8,0.98079556,0.000019536905,0.015727073,0.00001057179,0.002760814,0.00016757484,0.000036718535,0.00048205355],"genre_scores_gemma":[0.0000054887087,0.98749465,0.000678641,0.0009284443,0.000015678921,0.007455136,0.00174223,0.000037949932,0.0016417619],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9961806,0.0009299539,0.0016160639,0.0003038794,0.0007319129,0.00023762432],"domain_scores_gemma":[0.9876869,0.0077800197,0.0009229635,0.0029858663,0.00047517693,0.00014912397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029614754,0.00032836344,0.006248124,0.0007386445,0.00017199232,0.000015631507,0.0009489502,0.000080577716,0.00027839886],"category_scores_gemma":[0.004388206,0.00016269104,0.0011477087,0.0026538102,0.0006104329,0.00004339496,0.0005288563,0.0004346422,0.000046359462],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.283978e-7,0.000049126822,0.0000060228363,0.8343191,0.15688996,0.0000011051262,0.00005155941,3.4986402e-7,1.2903379e-8,0.001825964,0.0023616592,0.004494827],"study_design_scores_gemma":[0.00007701919,0.000058089397,0.00002449439,0.093074776,0.7586319,0.0000021568037,0.00005887325,0.000025291418,2.2005334e-8,0.00006655089,0.14788586,0.00009501175],"about_ca_topic_score_codex":0.000048401154,"about_ca_topic_score_gemma":0.000032382708,"teacher_disagreement_score":0.7412443,"about_ca_system_score_codex":0.00006241007,"about_ca_system_score_gemma":0.00014641155,"threshold_uncertainty_score":0.6634348},"labels":[],"label_agreement":null},{"id":"W4390060376","doi":"10.1038/s43856-023-00377-8","title":"Perceptions of the seriousness of major public health problems during the COVID-19 pandemic in seven middle-income countries","year":2023,"lang":"en","type":"article","venue":"Communications Medicine","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Göteborgs Universitet; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Seriousness; Public health; Pandemic; Context (archaeology); Environmental health; Medicine; Health belief model; Developing country; Demography; Disease; Coronavirus disease 2019 (COVID-19); Health education; Geography; Economic growth; Political science; Economics; Infectious disease (medical specialty); Nursing; Sociology","score_opus":0.202217773959165,"score_gpt":0.4536792678431418,"score_spread":0.25146149388397676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390060376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78035146,0.0029290025,0.000052976935,0.21440798,0.0002463045,0.0010924086,0.00007881011,0.00008363775,0.000757419],"genre_scores_gemma":[0.992225,0.0033981593,0.00002213031,0.002606114,0.00003079395,0.00027007304,0.00004960057,0.0000156948,0.001382466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99773705,0.0008484139,0.00070562,0.0001626582,0.00023638578,0.00030987666],"domain_scores_gemma":[0.9960868,0.0010817285,0.00035184782,0.0022676552,0.00007807213,0.00013392343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023585898,0.00010966467,0.00030777967,0.00025896754,0.00052230654,0.000004351906,0.001384725,0.00006555055,0.00026220875],"category_scores_gemma":[0.00032969422,0.00006782946,0.000051184827,0.0014676858,0.0010396834,0.000047038055,0.00043210588,0.00035448026,0.000025563326],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025254365,0.00017845567,0.8892509,0.0012922423,0.000039473092,5.160149e-7,0.098613575,0.000029568375,0.00019162978,0.0088022435,0.00081875414,0.00075740425],"study_design_scores_gemma":[0.0014485474,0.00009282864,0.92832863,0.0004681339,0.000015283713,0.00002471316,0.026317796,0.000059448976,0.0000015129458,0.000634374,0.04253572,0.00007301192],"about_ca_topic_score_codex":0.009737172,"about_ca_topic_score_gemma":0.018682411,"teacher_disagreement_score":0.21187352,"about_ca_system_score_codex":0.00054044696,"about_ca_system_score_gemma":0.000864815,"threshold_uncertainty_score":0.99922407},"labels":[],"label_agreement":null},{"id":"W4390788552","doi":"10.1038/s43856-023-00427-1","title":"Precision stratification of prognostic risk factors associated with outcomes in gestational diabetes mellitus: a systematic review","year":2024,"lang":"en","type":"review","venue":"Communications Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Population Health Research Institute; University of Manitoba; Université de Sherbrooke; McMaster University; Centre Hospitalier Universitaire Sainte-Justine; Impact; University of Calgary","funders":"American Diabetes Association; Canadian Institutes of Health Research; National Institutes of Health; Novo Nordisk; European Association for the Study of Diabetes; National Institute of Diabetes and Digestive and Kidney Diseases; ZonMw; Lunds Universitet; Novo Nordisk Fonden; European Commission; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Wellcome Trust","keywords":"Gestational diabetes; Risk stratification; Medicine; Diabetes mellitus; Stratification (seeds); Internal medicine; Intensive care medicine; Endocrinology; Pregnancy; Gestation; Biology","score_opus":0.11597319191065467,"score_gpt":0.41191100805650466,"score_spread":0.29593781614585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390788552","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007098384,0.9904736,0.000035579607,0.0008765438,0.00003671762,0.007917592,0.00021347399,0.000055918455,0.00031955252],"genre_scores_gemma":[0.0011401993,0.98882407,0.0003853889,0.00004528635,0.000009787204,0.002202515,0.0069924775,0.000056070126,0.0003442106],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99543583,0.0009353896,0.0019402803,0.0003863806,0.0010190731,0.00028302026],"domain_scores_gemma":[0.9909327,0.005247597,0.0011576122,0.0019527728,0.0005565999,0.00015274456],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001936874,0.00043668324,0.0032670787,0.00089514843,0.00007471445,0.000019023208,0.00074297824,0.00014491206,0.00005010807],"category_scores_gemma":[0.011894924,0.00024185928,0.00026680212,0.001624587,0.00035537698,0.00008724741,0.00018181834,0.00077161804,0.000029774465],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002215679,0.00049861346,0.0011332672,0.9787142,0.0014943416,0.000002835224,0.00016694528,9.2704295e-7,3.62561e-7,0.00087515806,0.0005535914,0.016557543],"study_design_scores_gemma":[0.00039235473,0.0003872425,0.003170578,0.9734008,0.016147912,0.0000013637344,0.00013633816,0.0001856448,2.0506042e-7,0.00023069572,0.0057428153,0.00020409918],"about_ca_topic_score_codex":0.000028087745,"about_ca_topic_score_gemma":0.000045308996,"teacher_disagreement_score":0.016353443,"about_ca_system_score_codex":0.0003390854,"about_ca_system_score_gemma":0.00048291145,"threshold_uncertainty_score":0.9964283},"labels":[],"label_agreement":null},{"id":"W4391104889","doi":"10.1038/s43856-023-00429-z","title":"Precision prognostics for cardiovascular disease in Type 2 diabetes: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Communications Medicine","topic":"Cardiovascular Disease and Adiposity","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Impact; University of Calgary; Hamilton Health Sciences; Université de Sherbrooke; Centre Hospitalier Universitaire Sainte-Justine; McMaster University; Université de Montréal; Population Health Research Institute","funders":"Canadian Institutes of Health Research; Health Canada; Hong Kong Government; Novo Nordisk Fonden; European Association for the Study of Diabetes; Medical Research Council; Chongqing Medical University; Astellas Pharma; Vetenskapsrådet; Hjärt-Lungfonden; Novo Nordisk; Innovation and Technology Commission; Lunds Universitet; McMaster University; Public Health England; Stiftelsen för Strategisk Forskning; University of Toronto; British Heart Foundation; AstraZeneca; Canadian Foundation for Dietetic Research; National Institute of Diabetes and Digestive and Kidney Diseases; Sanofi; Government of Canada; World Health Organization; Wellcome Trust; Horizon 2020 Framework Programme; Hamilton Health Sciences; Ministero della Salute; Croucher Foundation; Juvenile Diabetes Research Foundation United States of America; Chinese University of Hong Kong; Eli Lilly and Company; Bayer; Pfizer; U.S. Department of Health and Human Services","keywords":"Prognostics; Meta-analysis; Type 2 diabetes; Disease; Medicine; Diabetes mellitus; Computer science; Internal medicine; Data mining; Endocrinology","score_opus":0.16393702062828136,"score_gpt":0.402840819478939,"score_spread":0.23890379885065766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391104889","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[9.308584e-8,0.98750913,0.00010087472,0.0012884645,0.00004420766,0.010776415,0.00017871511,0.00005726137,0.00004482269],"genre_scores_gemma":[0.000028594532,0.99227965,0.00041666397,0.00029522393,0.000056527802,0.0043999795,0.0020549665,0.00006684254,0.00040155242],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99651736,0.0008687281,0.0013188326,0.0005922371,0.00047211835,0.00023073633],"domain_scores_gemma":[0.99208885,0.0009268948,0.00024051478,0.0061896523,0.00024084441,0.00031321816],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022833429,0.0004983394,0.011765083,0.0006980169,0.00008529271,0.000024604999,0.0005733822,0.00016381341,0.00002012741],"category_scores_gemma":[0.0025619215,0.0002916081,0.0089521855,0.002354987,0.00019774838,0.000039194303,0.00037841775,0.0004893563,0.000019194618],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016951054,0.000054011056,9.967689e-7,0.63886386,0.3576776,0.000009805207,0.000012761157,4.911569e-7,3.573811e-9,0.000055441877,0.00026436287,0.0030589576],"study_design_scores_gemma":[0.00013033889,0.00003230837,0.0000015050995,0.16076145,0.67687255,0.000008844124,0.000004410298,0.00007354731,4.0906554e-9,0.000028333869,0.16193089,0.0001558262],"about_ca_topic_score_codex":0.000008694563,"about_ca_topic_score_gemma":0.0000029834853,"teacher_disagreement_score":0.47810242,"about_ca_system_score_codex":0.00007779834,"about_ca_system_score_gemma":0.00023190479,"threshold_uncertainty_score":0.9999536},"labels":[],"label_agreement":null},{"id":"W4392243148","doi":"10.1038/s43856-024-00458-2","title":"Socio-spatial equity analysis of relative wealth index and emergency obstetric care accessibility in urban Nigeria","year":2024,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; Women's College Hospital; University of Toronto","funders":"Balliol College, University of Oxford; Fonds Wetenschappelijk Onderzoek; Wellcome Trust; Bundesministerium für Gesundheit; Google; Vlaamse regering; Bill and Melinda Gates Foundation","keywords":"Equity (law); Index (typography); Business; Actuarial science; Geography; Medicine; Computer science; Political science; World Wide Web","score_opus":0.049854769211293046,"score_gpt":0.41294948352861643,"score_spread":0.3630947143173234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392243148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9151312,0.06506914,0.0003660483,0.00896034,0.00022112847,0.00043530756,0.000052827134,0.000053993102,0.009710006],"genre_scores_gemma":[0.99256,0.0067759403,0.0001286328,0.00013503601,0.00005401863,0.000015550871,0.00016169423,0.000008296317,0.00016078896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854636,0.000143502,0.0006460708,0.00023705525,0.00025471684,0.00017226864],"domain_scores_gemma":[0.99831146,0.00023757346,0.00012728095,0.0009934013,0.00018497492,0.0001452883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004455732,0.00012074057,0.00052566227,0.0005789271,0.00009907279,0.0000047214535,0.00030704355,0.000091664355,0.00021483625],"category_scores_gemma":[0.00028883808,0.000090889705,0.00007620679,0.001756989,0.00027420977,0.00008387146,0.00034210685,0.00039319188,0.0000032060711],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040622384,0.00009769068,0.9746143,0.00056855736,0.00025409873,0.0000037624495,0.012172516,0.0000014391975,0.00006681181,0.001957247,0.00022984475,0.009993078],"study_design_scores_gemma":[0.0005586296,0.00015981057,0.9910796,0.000415742,0.0005897107,0.0000021770957,0.0027741229,0.0019512847,0.0000045836778,0.0015457803,0.00085200416,0.00006655417],"about_ca_topic_score_codex":0.0031112735,"about_ca_topic_score_gemma":0.001960492,"teacher_disagreement_score":0.07742883,"about_ca_system_score_codex":0.00025717777,"about_ca_system_score_gemma":0.00015263175,"threshold_uncertainty_score":0.47033355},"labels":[],"label_agreement":null},{"id":"W4393094785","doi":"10.1038/s43856-024-00456-4","title":"A phase IIb randomized placebo-controlled trial testing the effect of MAG-EPA long-chain omega-3 fatty acid dietary supplement on prostate cancer proliferation","year":2024,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nutrition Society; Centre Hospitalier de l’Université de Montréal; Hôtel-Dieu de Québec; Université Laval","funders":"Fonds de Recherche du Québec - Santé; Centre Hospitalier Universitaire de Québec; Canadian Cancer Society Research Institute; Université Laval","keywords":"Prostate cancer; Placebo; Eicosapentaenoic acid; Medicine; Prostatectomy; Prostate; Urology; Randomized controlled trial; Internal medicine; Omega 3 fatty acid; Gastroenterology; Cancer; Fatty acid; Polyunsaturated fatty acid; Pathology; Docosahexaenoic acid; Chemistry; Biochemistry","score_opus":0.060088311558143356,"score_gpt":0.41231181514332826,"score_spread":0.3522235035851849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393094785","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4227129,0.043616276,0.0024024376,0.46134233,0.0031666812,0.06301982,0.0002504406,0.00038671095,0.0031024092],"genre_scores_gemma":[0.99047375,0.0009993672,0.0005406449,0.00031215965,0.0004632772,0.006748272,0.00031552932,0.0000301964,0.00011679508],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9945394,0.0032523777,0.00095697335,0.00027417523,0.0005900049,0.00038711788],"domain_scores_gemma":[0.9883822,0.00970939,0.0002533909,0.0013333991,0.0001821998,0.00013939678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0074512176,0.0002457704,0.00094710366,0.00027998874,0.00059720833,0.000051955034,0.00063250214,0.000067673405,0.00013536545],"category_scores_gemma":[0.0051967995,0.00012980778,0.00017279753,0.00057399407,0.0006924515,0.0001042875,0.00013383989,0.0007616764,0.000013569211],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.93552035,0.00035339117,0.00009003492,0.0003899663,0.00023165869,0.0000037464392,0.0027138668,0.00004904982,0.0061285435,0.00024197144,0.0034721787,0.050805252],"study_design_scores_gemma":[0.92100793,0.0071807695,0.00003570202,0.0013836386,0.00042666713,0.0000045133,0.00013646208,0.06254487,0.006061068,0.00019359903,0.00090523425,0.00011953678],"about_ca_topic_score_codex":0.00048424004,"about_ca_topic_score_gemma":0.0003498981,"teacher_disagreement_score":0.5677609,"about_ca_system_score_codex":0.0002134345,"about_ca_system_score_gemma":0.0001937769,"threshold_uncertainty_score":0.622143},"labels":[],"label_agreement":null},{"id":"W4393195757","doi":"10.1038/s43856-024-00482-2","title":"Author Correction: Genotype-stratified treatment for monogenic insulin resistance: a systematic review","year":2024,"lang":"en","type":"review","venue":"Communications Medicine","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Centre Hospitalier Universitaire Sainte-Justine; McMaster University; University of Manitoba; Population Health Research Institute; Université de Montréal; Impact; University of Calgary","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; European Association for the Study of Diabetes; American Diabetes Association; Novo Nordisk; Wellcome Trust; Lunds Universitet","keywords":"Insulin resistance; Genotype; Resistance (ecology); Internal medicine; Medicine; Biology; Genetics; Insulin; Gene; Agronomy","score_opus":0.09977117934809436,"score_gpt":0.4110196862531466,"score_spread":0.31124850690505224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393195757","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.915287e-7,0.9920635,0.00030408122,0.001160268,0.00064878137,0.004723816,0.00027651823,0.000043149477,0.0007796888],"genre_scores_gemma":[0.000010948052,0.96644944,0.00059913594,0.00021732305,0.00050582114,0.0055391267,0.006527871,0.00007406035,0.020076295],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976999,0.00033446256,0.0011246649,0.0004908962,0.00014427428,0.00020579729],"domain_scores_gemma":[0.9956154,0.00014929596,0.0004153897,0.0034013095,0.00025204752,0.00016651613],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004429632,0.00044202042,0.0015758775,0.00012406439,0.00021404302,0.000024200397,0.00082721334,0.00026681196,0.000021429814],"category_scores_gemma":[0.0006585535,0.00031666935,0.0005821883,0.00030663534,0.00020097119,0.0000022681913,0.00013588245,0.0001568144,0.000051973322],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019383873,0.00017977743,7.244062e-8,0.81488395,0.0007077624,0.0000015793568,0.000048477053,7.777428e-8,0.000015547821,0.00018902277,0.16037624,0.02357813],"study_design_scores_gemma":[0.00026979067,0.00019741156,7.622199e-8,0.24360168,0.0093562845,0.000019382394,0.000034669367,0.0000050671156,0.0000041067733,0.00008321446,0.7462163,0.00021202004],"about_ca_topic_score_codex":0.000005859424,"about_ca_topic_score_gemma":0.00008889282,"teacher_disagreement_score":0.58584005,"about_ca_system_score_codex":0.00014165026,"about_ca_system_score_gemma":0.0005548299,"threshold_uncertainty_score":0.99992853},"labels":[],"label_agreement":null},{"id":"W4394014299","doi":"10.1038/s43856-024-00478-y","title":"Islet autoantibodies as precision diagnostic tools to characterize heterogeneity in type 1 diabetes: a systematic review","year":2024,"lang":"en","type":"review","venue":"Communications Medicine","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Population Health Research Institute; University of Manitoba; Université de Sherbrooke; McMaster University; Centre Hospitalier Universitaire Sainte-Justine; Impact; University of Calgary","funders":"National Center for Advancing Translational Sciences; National Cancer Institute; National Heart, Lung, and Blood Institute; National Institute of Allergy and Infectious Diseases; Medical Research Council; National Institutes of Health; National Institute of Diabetes and Digestive and Kidney Diseases; Lunds Universitet; Diabetes UK; Department of Health and Social Care; McMaster University; European Association for the Study of Diabetes; Novo Nordisk; National Institute for Health and Care Research; American Diabetes Association; Ball Brothers Foundation; U.S. Department of Veterans Affairs; Novo Nordisk Fonden; Leona M. and Harry B. Helmsley Charitable Trust; George and Frances Ball Foundation","keywords":"Autoantibody; Islet; Type 1 diabetes; Type 2 diabetes; Medicine; Systematic review; Computational biology; Diabetes mellitus; Internal medicine; Data science; Computer science; MEDLINE; Biology; Immunology; Endocrinology; Antibody","score_opus":0.06544200302931337,"score_gpt":0.38221498624191785,"score_spread":0.3167729832126045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394014299","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009103076,0.9949619,0.000002583723,0.0012866743,0.00025093515,0.002814073,0.000112284404,0.000031429074,0.00044905738],"genre_scores_gemma":[0.00014674383,0.9930552,0.00005193649,0.0014480976,0.00008080118,0.0011669928,0.003625402,0.000065367254,0.00035941417],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972271,0.0006622384,0.0011330732,0.00046203917,0.00020232624,0.00031323294],"domain_scores_gemma":[0.99596465,0.0007449452,0.00035853958,0.0026769005,0.00013416696,0.00012077676],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010341946,0.0004336183,0.00209618,0.00019779587,0.00007401465,0.00004323165,0.0014571125,0.00026017913,0.00002510179],"category_scores_gemma":[0.011977151,0.00030803,0.0002872502,0.00072963693,0.00011103812,0.0000062978656,0.00089025503,0.00035634448,0.00039131023],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019953372,0.00016497484,0.00000926467,0.8259457,0.0006176304,0.0000041828757,0.00007591795,1.8953565e-7,0.000071128685,0.00005612282,0.020610629,0.15244228],"study_design_scores_gemma":[0.00005944232,0.00013360495,0.0000035948804,0.45072564,0.0014902547,0.0000026883479,0.0000119699225,0.0000016382991,0.0000017733597,0.000010359797,0.5473655,0.00019356688],"about_ca_topic_score_codex":0.000012135585,"about_ca_topic_score_gemma":0.000032005057,"teacher_disagreement_score":0.52675486,"about_ca_system_score_codex":0.0000728974,"about_ca_system_score_gemma":0.00017328109,"threshold_uncertainty_score":0.9999372},"labels":[],"label_agreement":null},{"id":"W4394581039","doi":"10.1038/s43856-024-00495-x","title":"Predicting which patients with cancer will see a psychiatrist or counsellor from their initial oncology consultation document using natural language processing","year":2024,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Cancer survivorship and care","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"BC Cancer Foundation; Pfizer","keywords":"Psychosocial; Referral; Medicine; Oncology; Psychology; Family medicine; Psychiatry; Internal medicine","score_opus":0.031078253777134374,"score_gpt":0.3798280913846034,"score_spread":0.348749837607469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394581039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9287644,0.05670807,0.0008006015,0.0090996595,0.0011572201,0.00092745206,0.00017540937,0.00025706962,0.0021100882],"genre_scores_gemma":[0.9950925,0.0011212359,0.0010680935,0.00073312543,0.00061848026,0.0001291127,0.0010080581,0.0000431385,0.00018624926],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986167,0.0001348,0.0004048361,0.00029484436,0.0003358016,0.00021305052],"domain_scores_gemma":[0.9978877,0.0005914002,0.00016063487,0.0006871592,0.00055860466,0.00011452273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022936941,0.00020410737,0.0003554378,0.00015955455,0.00026701303,0.000043097956,0.00026630884,0.00009783501,0.00026890947],"category_scores_gemma":[0.00018962527,0.00012783497,0.000033299388,0.0008063949,0.00028438223,0.00023014222,0.000076296325,0.0005440809,0.0000034307661],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040446525,0.0007334846,0.075828336,0.001649476,0.0011559807,0.000053091047,0.24149653,0.00004880617,0.0020139166,0.000122557,0.0027673051,0.67008585],"study_design_scores_gemma":[0.05515486,0.0072512026,0.094807,0.059863903,0.010508563,0.00042225144,0.28406292,0.19591323,0.0012440274,0.0005879724,0.28721878,0.0029653148],"about_ca_topic_score_codex":0.0057303486,"about_ca_topic_score_gemma":0.033146817,"teacher_disagreement_score":0.6671205,"about_ca_system_score_codex":0.00043917366,"about_ca_system_score_gemma":0.001067148,"threshold_uncertainty_score":0.98449576},"labels":[],"label_agreement":null},{"id":"W4394976970","doi":"10.1038/s43856-024-00491-1","title":"Effective interventions in preventing gestational diabetes mellitus: A systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Communications Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Population Health Research Institute; University of Manitoba; Université de Sherbrooke; McMaster University; Centre Hospitalier Universitaire Sainte-Justine; Impact; University of Calgary","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Health and Medical Research Council; Medical Research Council; Feinstein Institutes for Medical Research; Agricultural Research Service; Det Sundhedsvidenskabelige Fakultet, Københavns Universitet; University of North Carolina at Chapel Hill; Institut National de la Santé et de la Recherche Médicale; School of Medicine, Stanford University; Sorbonne Université; Haukeland Universitetssjukehus; Faculty of Health and Medical Sciences, University of Western Australia; Instituto de Salud Carlos III; Université de Montréal; American Diabetes Association; Centro de Investigación Biomédica en Red en Bioingeniería, Biomateriales y Nanomedicina; Texas Children's Hospital; Novo Nordisk Foundation Center for Basic Metabolic Research; Centre hospitalier universitaire Sainte-Justine; European Association for the Study of Diabetes; Johns Hopkins Bloomberg School of Public Health; Universitetet i Bergen; Anschutz Medical Campus, University of Colorado; Chongqing Medical University; Heinrich-Heine-Universität Düsseldorf; Novo Nordisk; Universitat Autònoma de Barcelona; Kuopion Yliopistollinen Sairaala; Australian Government; Lunds Universitet; University of Adelaide; Monash University; University of South Dakota; Cedars-Sinai Medical Center; Erasmus Medisch Centrum; University of Dundee; University of Oxford; Madras Diabetes Research Foundation; Helsingin Yliopisto; Slovenská Akadémia Vied; Steno Diabetes Center Copenhagen; University of Colorado School of Medicine, Anschutz Medical Campus; Novo Nordisk Fonden; Stanford Diabetes Research Center; Broad Institute; School of Medicine, Indiana University; University of Pittsburgh; University of Exeter; Università degli Studi di Padova; Johns Hopkins University; Leibniz-Gemeinschaft; Assistance publique-Hôpitaux de Paris; Chinese University of Hong Kong; Massachusetts General Hospital; Saint Louis University; U.S. Department of Agriculture; Brigham and Women's Hospital; Itä-Suomen Yliopisto; Northwell Health; U.S. Department of Veterans Affairs","keywords":"Psychological intervention; Medicine; Gestational diabetes; Context (archaeology); Subgroup analysis; Intervention (counseling); Meta-analysis; MEDLINE; Incidence (geometry); Physical therapy; Gerontology; Pregnancy; Internal medicine; Nursing; Gestation","score_opus":0.20455087002227124,"score_gpt":0.48119319026173835,"score_spread":0.2766423202394671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394976970","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.4409804e-7,0.9851785,0.00008020645,0.005721921,0.000018692945,0.008159879,0.00011115358,0.000046641726,0.00068287493],"genre_scores_gemma":[0.00002097278,0.98280936,0.001050151,0.0003742926,0.000017613189,0.011020065,0.002232019,0.000040089897,0.0024354057],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9958354,0.0011663229,0.0017573352,0.0004720916,0.00048211234,0.00028669022],"domain_scores_gemma":[0.9950409,0.002180535,0.00050368754,0.0018353425,0.000261156,0.00017835741],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028425523,0.0004200932,0.0063528745,0.00178388,0.000095814015,0.00003796198,0.0005725275,0.00010081612,0.00029351827],"category_scores_gemma":[0.0022118154,0.00026006202,0.0020439872,0.0027111117,0.00029601585,0.000082638435,0.00058190426,0.0007473944,0.00008733914],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.3089844e-7,0.00011193026,0.0000017796056,0.8689693,0.12243811,0.0000045564693,0.00006407215,1.8282532e-7,1.9937634e-8,0.001424301,0.0005879616,0.0063974317],"study_design_scores_gemma":[0.0001002364,0.000063599015,0.000020586795,0.2829515,0.6808813,0.0000054886796,0.000037487298,0.000061387385,8.135128e-9,0.00018538006,0.0355711,0.00012192131],"about_ca_topic_score_codex":0.000025042036,"about_ca_topic_score_gemma":0.00005589024,"teacher_disagreement_score":0.5860178,"about_ca_system_score_codex":0.00021165643,"about_ca_system_score_gemma":0.000115120405,"threshold_uncertainty_score":0.99998516},"labels":[],"label_agreement":null},{"id":"W4396688026","doi":"10.1038/s43856-024-00509-8","title":"Publisher Correction: Socio-spatial equity analysis of relative wealth index and emergency obstetric care accessibility in urban Nigeria","year":2024,"lang":"en","type":"erratum","venue":"Communications Medicine","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; Women's College Hospital; University of Toronto","funders":"","keywords":"Equity (law); Index (typography); Business; Geography; Actuarial science; Political science; Computer science; World Wide Web","score_opus":0.09603370500630895,"score_gpt":0.49820519065912683,"score_spread":0.4021714856528179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396688026","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002901912,0.3698077,0.00021640128,0.015256477,0.16086526,0.0039664204,0.00045682333,0.0003436493,0.44618538],"genre_scores_gemma":[0.83926785,0.035402983,0.00012077893,0.0003467488,0.0012410679,0.0005459515,0.0064999047,0.00009266586,0.11648203],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9923207,0.002402979,0.002885446,0.0008457547,0.00085884717,0.0006862555],"domain_scores_gemma":[0.9898696,0.0022190465,0.0016677015,0.0039662644,0.0019218028,0.0003555674],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0024530024,0.0004917744,0.0019785946,0.0024212874,0.0008893503,0.000015340098,0.0018238189,0.0014952915,0.0012109202],"category_scores_gemma":[0.004866583,0.00043416585,0.0002108241,0.0062949336,0.0007287619,0.0003194617,0.0026702222,0.0060501085,0.000041138297],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026494929,0.00006826646,0.2606834,0.001818705,0.00030704826,0.0000015420867,0.038443428,8.5191425e-7,1.6345875e-7,0.00024459852,0.69659185,0.0018136773],"study_design_scores_gemma":[0.0006568403,0.00016377152,0.70320183,0.0031656472,0.0014912367,4.5839056e-7,0.04075758,0.0010323725,2.0723869e-8,0.0022538367,0.24694861,0.000327805],"about_ca_topic_score_codex":0.025734665,"about_ca_topic_score_gemma":0.11199967,"teacher_disagreement_score":0.83636594,"about_ca_system_score_codex":0.002723036,"about_ca_system_score_gemma":0.0021896588,"threshold_uncertainty_score":0.999811},"labels":[],"label_agreement":null},{"id":"W4396781237","doi":"10.1038/s43856-024-00502-1","title":"A comprehensive AI model development framework for consistent Gleason grading","year":2024,"lang":"en","type":"article","venue":"Communications Medicine","topic":"AI in cancer detection","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"Agency for Science, Technology and Research","keywords":"Computer science; Workflow; Artificial intelligence; Scanner; Grading (engineering); Digital pathology; Scalability; Image quality; Pattern recognition (psychology); Machine learning; Computer vision; Image (mathematics); Database","score_opus":0.14621984737485097,"score_gpt":0.39569463913919184,"score_spread":0.24947479176434087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396781237","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001346156,0.012749255,0.9426036,0.04233587,0.00062783196,0.00037226814,0.000001972089,0.00038232352,0.0007923005],"genre_scores_gemma":[0.38414675,0.00048012237,0.61318034,0.0016294452,0.00008100927,0.00030759073,0.000013822232,0.000015144599,0.00014575744],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989509,0.000052875555,0.000309877,0.00029137355,0.00020667352,0.00018830465],"domain_scores_gemma":[0.99702436,0.00089265575,0.00005951856,0.0017271683,0.00021386436,0.00008244442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002724955,0.00012983431,0.00017729419,0.00017104822,0.00037232402,0.000076350894,0.0013930842,0.00006780772,0.0000056825274],"category_scores_gemma":[0.00012084898,0.00011541135,0.000047776193,0.0005094596,0.00018527206,0.00020791993,0.00044152868,0.0003120445,0.000023569008],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054152465,0.000037240152,0.000015674685,0.00014921796,0.000079207624,0.0000012274398,0.0061022984,0.0006657081,0.0005077455,0.7948643,0.012934093,0.18463787],"study_design_scores_gemma":[0.00014377899,0.00004800784,0.000039542265,0.0005803749,0.000018214154,0.0000132830655,0.00012708538,0.703261,0.00023899028,0.07155804,0.22386083,0.000110845955],"about_ca_topic_score_codex":0.000012020152,"about_ca_topic_score_gemma":0.000009432068,"teacher_disagreement_score":0.72330624,"about_ca_system_score_codex":0.00027170373,"about_ca_system_score_gemma":0.00023604509,"threshold_uncertainty_score":0.47063383},"labels":[],"label_agreement":null},{"id":"W4399390459","doi":"10.1038/s43856-024-00530-x","title":"Mendelian randomization reveals interactions of the blood proteome and immunome in mitral valve prolapse","year":2024,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Government of Canada; Canadian Institutes of Health Research; Université Laval","keywords":"Biology; Mendelian randomization; Candidate gene; Mitral valve prolapse; Genome-wide association study; Immunology; Internal medicine; Medicine; Genetics; Gene; Mitral valve; Single-nucleotide polymorphism","score_opus":0.023348723429544915,"score_gpt":0.37251535457880275,"score_spread":0.34916663114925783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399390459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92673874,0.047505006,0.00005769583,0.017895166,0.00025956344,0.0023976981,0.00004371777,0.000059486378,0.0050429385],"genre_scores_gemma":[0.99674976,0.0019664601,0.0002708597,0.0001056417,0.000040005307,0.00022581282,0.000084992746,0.000013900814,0.0005425938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991579,0.00012943409,0.0003508441,0.0001318152,0.00013533904,0.00009468815],"domain_scores_gemma":[0.99866885,0.00019630889,0.000068083675,0.00092426053,0.000086395405,0.000056077144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026822797,0.00009674094,0.00026909416,0.00018105892,0.00007483565,0.000009420876,0.00014950531,0.000031156927,0.000042645042],"category_scores_gemma":[0.00023359362,0.000059805632,0.00037271445,0.00048635268,0.00022452198,0.00007481195,0.000111580695,0.00019972977,0.0000033495173],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015522961,0.0037559082,0.8489319,0.0022902568,0.011509174,0.00002440602,0.013976095,0.000023767945,0.06438774,0.020225499,0.002541284,0.030781653],"study_design_scores_gemma":[0.013011683,0.0002717043,0.9700439,0.004475124,0.0048726923,0.000108805194,0.00084240915,0.00071705715,0.00032332598,0.0017730074,0.0034161408,0.00014416882],"about_ca_topic_score_codex":0.0001429029,"about_ca_topic_score_gemma":0.000017784425,"teacher_disagreement_score":0.12111196,"about_ca_system_score_codex":0.00004986794,"about_ca_system_score_gemma":0.00007640104,"threshold_uncertainty_score":0.24388029},"labels":[],"label_agreement":null},{"id":"W4400248703","doi":"10.1038/s43856-024-00525-8","title":"High-dimensional mapping of human CEACAM1 expression on immune cells and association with melanoma drug resistance","year":2024,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Radiopharmaceutical Chemistry and Applications","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; University of Toronto","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Immune system; Antibody; CD8; Immunotherapy; Immunology; Biology; Melanoma; Cancer research; Medicine","score_opus":0.03017262292634934,"score_gpt":0.3218011856425571,"score_spread":0.29162856271620774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400248703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93238485,0.009957318,0.00016985745,0.04663489,0.00007106472,0.0004663128,0.000025209074,0.00013540004,0.010155102],"genre_scores_gemma":[0.991164,0.00046293056,0.0029853878,0.00017781087,0.000088372755,0.000052408006,0.0001536766,0.00001711916,0.0048982473],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99899143,0.00004611346,0.00034484276,0.0002020864,0.00029413615,0.000121383055],"domain_scores_gemma":[0.99825335,0.0005452857,0.00012197034,0.00086339057,0.00011480838,0.00010120346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037730052,0.000120846606,0.0002701125,0.00009651408,0.00019756643,0.000008312146,0.00018689416,0.00006621118,0.00008700458],"category_scores_gemma":[0.00007064157,0.000088328874,0.00003153422,0.00031935543,0.00027393416,0.000045596065,0.00007194741,0.00039620578,0.000008574629],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054528336,0.00014556768,0.0004613408,0.00029294912,0.0000747376,0.000004264359,0.00046721872,0.0000025806075,0.9830082,0.0074629653,0.0074388687,0.000586763],"study_design_scores_gemma":[0.002645698,0.00022997356,0.013042363,0.0076638362,0.00042651317,0.000026603495,0.00047426007,0.00074300444,0.91893184,0.0014727161,0.054073494,0.00026968116],"about_ca_topic_score_codex":0.000015576412,"about_ca_topic_score_gemma":0.0000022176318,"teacher_disagreement_score":0.06407636,"about_ca_system_score_codex":0.000102558275,"about_ca_system_score_gemma":0.000040940322,"threshold_uncertainty_score":0.36019468},"labels":[],"label_agreement":null},{"id":"W4400334180","doi":"10.1038/s43856-024-00562-3","title":"Towards machine learning-based quantitative hyperspectral image guidance for brain tumor resection","year":2024,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Carl Zeiss Meditec AG","keywords":"Hyperspectral imaging; Glioma; Brain tumor; Fluorophore; Artificial intelligence; Medicine; Pathology; Computer science; Fluorescence; Cancer research; Physics; Optics","score_opus":0.05629376622644337,"score_gpt":0.4259363635995175,"score_spread":0.3696425973730741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400334180","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004156569,0.030768286,0.42375612,0.4960685,0.00031710195,0.0013652452,0.000049360722,0.001984478,0.04153433],"genre_scores_gemma":[0.60787565,0.00053807645,0.38579908,0.0021679518,0.00022342463,0.00033950314,0.00038007254,0.0000733958,0.0026028391],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987976,0.00013818606,0.000334539,0.0002787479,0.00021053231,0.0002403996],"domain_scores_gemma":[0.99771386,0.00089265883,0.000056741035,0.00093921635,0.00027587995,0.000121637706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093071564,0.00016397047,0.00030713712,0.00027939078,0.00023367019,0.000037985483,0.00030865573,0.00005207171,0.00012722236],"category_scores_gemma":[0.0029416045,0.00013125254,0.00011144713,0.00050930504,0.0006489596,0.00009795936,0.0000611636,0.00061826326,0.000024765875],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013158233,0.0009124777,0.00093259336,0.0018485831,0.00037486636,0.00008636521,0.0029020312,0.000024197423,0.5292797,0.270786,0.17970826,0.011829075],"study_design_scores_gemma":[0.0029117893,0.0071867397,0.0011455017,0.0035778012,0.00049813895,0.00015784409,0.0009540649,0.552521,0.054638054,0.010595653,0.3653553,0.0004580899],"about_ca_topic_score_codex":0.00017421528,"about_ca_topic_score_gemma":0.000031106018,"teacher_disagreement_score":0.6037191,"about_ca_system_score_codex":0.0001754981,"about_ca_system_score_gemma":0.00017915542,"threshold_uncertainty_score":0.53523237},"labels":[],"label_agreement":null},{"id":"W4400776210","doi":"10.1038/s43856-024-00556-1","title":"Precision treatment of beta-cell monogenic diabetes: a systematic review","year":2024,"lang":"en","type":"review","venue":"Communications Medicine","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Population Health Research Institute; University of Manitoba; Université de Sherbrooke; McMaster University; Centre Hospitalier Universitaire Sainte-Justine; Impact; University of Calgary","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Novo Nordisk Fonden; National Institutes of Health; European Association for the Study of Diabetes; Steno Diabetes Center Aarhus; Wellcome Trust; Agence Nationale de la Recherche; Helsingin Yliopisto; Lunds Universitet; Novo Nordisk; American Diabetes Association","keywords":"BETA (programming language); Diabetes mellitus; Beta cell; Medicine; Systematic review; MEDLINE; Computational biology; Internal medicine; Computer science; Biology; Endocrinology; Biochemistry","score_opus":0.12813940020472459,"score_gpt":0.4040080807606256,"score_spread":0.275868680555901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400776210","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000011322632,0.9843851,0.000009115116,0.00096183957,0.00020689834,0.005611301,0.000051256175,0.00011686784,0.008656546],"genre_scores_gemma":[0.000009607486,0.9897298,0.00051097036,0.00024737846,0.00010552728,0.0021358111,0.0010982666,0.00008420388,0.006078411],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99605316,0.0005742072,0.0023073822,0.00039783938,0.00042028865,0.0002471241],"domain_scores_gemma":[0.99141026,0.001655537,0.000891917,0.0055801487,0.00023072578,0.00023143018],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00073427137,0.00059088704,0.0069136857,0.0005355531,0.00007529462,0.000008390245,0.0007005041,0.00023457456,0.00025614933],"category_scores_gemma":[0.0008108542,0.0003196379,0.0010668784,0.0011137794,0.00030731873,0.000032566233,0.00018038081,0.0003257619,0.0006323081],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015951887,0.0003530316,0.0000020356892,0.9336755,0.00096438295,0.0000025971194,0.00008701574,6.6752563e-9,0.0000029229714,0.000068960246,0.00687862,0.05796328],"study_design_scores_gemma":[0.0002990513,0.00046197645,2.1796673e-7,0.5290838,0.0524479,0.000019476876,0.000022782679,0.000015993033,0.0000026247521,0.000011232448,0.417521,0.00011393453],"about_ca_topic_score_codex":0.0000103562825,"about_ca_topic_score_gemma":8.051116e-7,"teacher_disagreement_score":0.4106424,"about_ca_system_score_codex":0.00037287798,"about_ca_system_score_gemma":0.00041658556,"threshold_uncertainty_score":0.99992555},"labels":[],"label_agreement":null},{"id":"W4400812605","doi":"10.1038/s43856-024-00565-0","title":"Mediterranean diet and associations with the gut microbiota and pediatric-onset multiple sclerosis using trivariate analysis","year":2024,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia Hospital; SickKids Foundation; University of Toronto; Simon Fraser University; University of Manitoba; Public Health Agency of Canada; Hospital for Sick Children; University of British Columbia","funders":"Janssen Canada; Canadian Institutes of Health Research; Takeda Canada; Perelman School of Medicine, University of Pennsylvania; EMD Serono; National Institutes of Health; AbbVie Canada; Sandoz Canada; Multiple Sclerosis Society of Western Australia; Crohn's and Colitis Canada; Institute for Physical Activity and Nutrition; Alexion Pharmaceuticals; University of Toronto; Genentech; National Multiple Sclerosis Society; International Progressive MS Alliance; Atara Biotherapeutics; Public Health Agency of Canada; Deakin University; Multiple Sclerosis Australia; Multiple Sclerosis Society; Pfizer Canada; Amgen Canada; Research Manitoba; Simon Fraser University; Children's Hospital of Philadelphia; Pfizer; Biogen; Celgene; Public Health Agency; University of Pennsylvania; Curtin University of Technology; European Genomic Institute for Diabetes; U.S. Department of Defense; Max Rady College of Medicine, University of Manitoba; Sanofi; Curtin Health Innovation Research Institute, Curtin University; Hospital for Sick Children; Multiple Sclerosis Society of Canada; Amgen; Bristol-Myers Squibb","keywords":"Gut flora; Multiple sclerosis; Mediterranean diet; Odds ratio; Odds; Disease; Medicine; Case-control study; Physiology; Internal medicine; Biology; Immunology; Logistic regression","score_opus":0.07161031985090092,"score_gpt":0.3184529340471654,"score_spread":0.24684261419626446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400812605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95408314,0.026285352,0.001721772,0.017237568,0.00007425632,0.00027700025,0.00018149179,0.000024676181,0.00011473904],"genre_scores_gemma":[0.98846817,0.008670609,0.0016493305,0.00039366918,0.00015464735,0.000012545312,0.0005529708,0.000014170235,0.00008386252],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99923706,0.00014218624,0.0001901993,0.00021761205,0.00006780156,0.00014511113],"domain_scores_gemma":[0.99883735,0.00018192163,0.00007415019,0.00076216576,0.00007400305,0.00007042957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042257333,0.000115764036,0.00017904918,0.00013049756,0.00042047052,0.000042351316,0.00025829676,0.00007876681,0.000008914666],"category_scores_gemma":[0.00009045306,0.00007451519,0.00003563883,0.0005200331,0.0002982277,0.000005684541,0.0002157663,0.00016142284,0.0000011144421],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012479388,0.00021368974,0.10783004,0.00019050582,0.002221155,0.0000026653279,0.006268472,0.00004503484,0.85358685,0.00033239173,0.026322633,0.0028617927],"study_design_scores_gemma":[0.002358968,0.00097478786,0.9134829,0.0002105334,0.006024104,0.00007274701,0.0018173481,0.011554837,0.0004899077,0.0000674853,0.06235082,0.00059555704],"about_ca_topic_score_codex":0.00028478506,"about_ca_topic_score_gemma":0.00085950736,"teacher_disagreement_score":0.8530969,"about_ca_system_score_codex":0.000018476781,"about_ca_system_score_gemma":0.00006917726,"threshold_uncertainty_score":0.32339618},"labels":[],"label_agreement":null},{"id":"W4400985529","doi":"10.1038/s43856-024-00577-w","title":"Healthcare can learn from space exploration to champion disability inclusion","year":2024,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Inclusion (mineral); Champion; Equity (law); Health care; Space (punctuation); Diversity (politics); Health professionals; Public relations; Psychology; Economic growth; Sociology; Political science; Computer science; Social psychology; Economics","score_opus":0.08133475206694754,"score_gpt":0.400760472190079,"score_spread":0.3194257201231314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400985529","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11976767,0.01015846,0.0023866524,0.8638545,0.00055142655,0.001076997,0.000029509127,0.00041118468,0.0017635671],"genre_scores_gemma":[0.98877954,0.0016023833,0.002797573,0.004491903,0.0004902552,0.00016869373,0.0011243259,0.00003443488,0.0005108757],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983508,0.00037741734,0.00036351656,0.00039765102,0.0002863663,0.00022423414],"domain_scores_gemma":[0.9962169,0.0007730131,0.000054092896,0.0024873985,0.00016274754,0.00030585588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000673723,0.00018306654,0.00038132677,0.00017677632,0.00036687314,0.000012661845,0.00041761898,0.00014906291,0.00018187892],"category_scores_gemma":[0.00090743345,0.0001390171,0.00005469433,0.00074883585,0.00040338183,0.00009086521,0.001004522,0.0004977763,0.00017478538],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078307785,0.0011256441,0.03369282,0.0010227427,0.0003579087,0.00006615135,0.10076203,0.000019049088,0.23745155,0.037286263,0.08577782,0.5016549],"study_design_scores_gemma":[0.0016712885,0.0023053822,0.042651832,0.0032438585,0.0002521739,0.000044068685,0.004349578,0.005363011,0.003243668,0.008363397,0.9280971,0.00041460185],"about_ca_topic_score_codex":0.0035765776,"about_ca_topic_score_gemma":0.003038813,"teacher_disagreement_score":0.8690119,"about_ca_system_score_codex":0.00047517024,"about_ca_system_score_gemma":0.00013194706,"threshold_uncertainty_score":0.56689525},"labels":[],"label_agreement":null},{"id":"W4401370193","doi":"10.1038/s43856-024-00574-z","title":"Synthesis and preclinical testing of a selective beta-subtype agonist of thyroid hormone receptor ZTA-261","year":2024,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Thyroid Disorders and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Ono Medical Research Foundation; Ministry of Education, Culture, Sports, Science and Technology; Japan Society for the Promotion of Science; Nakatomi Foundation","keywords":"Endocrinology; Internal medicine; Dyslipidemia; Agonist; Lipid metabolism; Medicine; Hormone; Toxicity; Receptor; Thyroid; Chemistry; Pharmacology; Obesity","score_opus":0.07608661972733871,"score_gpt":0.35455072564313045,"score_spread":0.27846410591579174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401370193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70152223,0.23453465,0.00025427408,0.02411209,0.00014345178,0.001106447,0.000103409206,0.0001964489,0.038026977],"genre_scores_gemma":[0.98604983,0.0053526764,0.008074202,0.000058432117,0.00004565425,0.00006268473,0.000054847536,0.000023823266,0.00027787118],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99881953,0.00011564502,0.00053508644,0.0002107231,0.00018855883,0.00013042828],"domain_scores_gemma":[0.9963476,0.00216189,0.00015495678,0.000995386,0.00023746204,0.00010268141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042494736,0.00014018791,0.0005215096,0.00016066273,0.00009372654,0.0000053959384,0.0002174721,0.00008170345,0.00004228709],"category_scores_gemma":[0.0019634694,0.000103385486,0.00006554134,0.00059430394,0.0007753251,0.000049424714,0.00014956207,0.00024442156,0.000010213255],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014234214,0.0052193846,0.18684384,0.0019813112,0.004741756,0.000034865734,0.011884721,0.0000028352392,0.32203752,0.01657439,0.048124764,0.40113118],"study_design_scores_gemma":[0.018464847,0.021998925,0.7677732,0.0153625,0.015154499,0.0005484687,0.008306732,0.006684699,0.07069195,0.008243824,0.06532999,0.0014403324],"about_ca_topic_score_codex":0.00027660374,"about_ca_topic_score_gemma":0.000021887872,"teacher_disagreement_score":0.5809294,"about_ca_system_score_codex":0.00003940174,"about_ca_system_score_gemma":0.00015453516,"threshold_uncertainty_score":0.4215938},"labels":[],"label_agreement":null},{"id":"W4403315467","doi":"10.1038/s43856-024-00594-9","title":"Antimicrobial drug pricing","year":2024,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"Pfizer","keywords":"Antimicrobial drug; Antimicrobial; Drug pricing; Drug; Medicine; Business; Pharmacology; Microbiology; Biology","score_opus":0.11445133773982903,"score_gpt":0.34767839557450547,"score_spread":0.23322705783467645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403315467","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014206484,0.07021723,0.0028946295,0.266351,0.0014691731,0.00027082695,0.00011597543,0.00027155408,0.6442031],"genre_scores_gemma":[0.9861336,0.006204699,0.0008458558,0.0042456277,0.00030586708,0.000015717056,0.000043690812,0.000022746293,0.0021821933],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991405,0.000015132843,0.00045747013,0.00019807807,0.000013237779,0.00017556554],"domain_scores_gemma":[0.99874204,0.00017989134,0.000066216824,0.0009112175,0.000013570386,0.000087077475],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005481118,0.00009290155,0.00022466354,0.00023958026,0.00012805346,0.00004785841,0.0006265586,0.000036043777,0.00066631485],"category_scores_gemma":[0.00009104207,0.00009573202,0.00005584517,0.00029758978,0.00022155025,0.00012980386,0.00019165855,0.0002520899,0.0019657058],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013375196,0.000028541197,0.0005450099,0.000037844387,0.00003544259,0.0000013633995,0.00094106095,0.000005308002,0.00012854683,0.9019678,0.09196203,0.0043456876],"study_design_scores_gemma":[0.00018589594,0.000007901488,0.0003662712,0.000076697674,0.000008302868,0.000008074636,0.000027803797,0.015949355,0.000039592993,0.037611533,0.94560456,0.00011400098],"about_ca_topic_score_codex":0.00017599596,"about_ca_topic_score_gemma":0.000016654716,"teacher_disagreement_score":0.9719271,"about_ca_system_score_codex":0.00007910676,"about_ca_system_score_gemma":0.000021527158,"threshold_uncertainty_score":0.99881136},"labels":[],"label_agreement":null},{"id":"W4403650355","doi":"10.1038/s43856-024-00623-7","title":"Advanced three-dimensional X-ray imaging unravels structural development of the human thymus compartments","year":2024,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"Engineering and Physical Sciences Research Council; Rosetrees Trust; Innovate UK; Research Councils UK; Royal Academy of Engineering; Wellcome Trust","keywords":"Confocal; Confocal microscopy; Biology; Histology; Immunofluorescence; Medulla; Pathology; Anatomy; Medicine; Cell biology; Immunology; Antibody","score_opus":0.04577230201679241,"score_gpt":0.3538064053081039,"score_spread":0.30803410329131153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403650355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95778203,0.01860627,0.0005750893,0.016186472,0.00060220476,0.0008210639,0.00001392288,0.00012699504,0.005285952],"genre_scores_gemma":[0.99196106,0.000022926115,0.007009883,0.0003032291,0.00007958357,0.000030188967,0.00012770673,0.000021387823,0.0004440125],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986958,0.000059552804,0.0005130373,0.0001829925,0.00037764595,0.00017101041],"domain_scores_gemma":[0.9980527,0.00013813649,0.00010407067,0.0014743087,0.00014307204,0.00008770408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029111528,0.00015470022,0.00029785436,0.00011620904,0.00037986753,0.000008869761,0.00055316044,0.00002961079,0.00017187816],"category_scores_gemma":[0.00005119521,0.00008964142,0.00007231222,0.00034138793,0.0004921946,0.000051588846,0.0003492397,0.00029582236,0.000017159415],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014844263,0.00066404615,0.12211609,0.0009704729,0.0012784326,0.000044800356,0.018010246,0.00008766113,0.25182134,0.07469171,0.007604111,0.5225626],"study_design_scores_gemma":[0.0034338206,0.000152723,0.8387678,0.00489922,0.00040166202,0.00015971325,0.00066248496,0.011561241,0.0045344103,0.0051568244,0.12993895,0.00033116082],"about_ca_topic_score_codex":0.000029148327,"about_ca_topic_score_gemma":0.00005071262,"teacher_disagreement_score":0.71665174,"about_ca_system_score_codex":0.00008636579,"about_ca_system_score_gemma":0.00016752862,"threshold_uncertainty_score":0.3655471},"labels":[],"label_agreement":null},{"id":"W4403733312","doi":"10.1038/s43856-024-00638-0","title":"Impact of commonly administered drugs on the progression of spinal cord injury: a systematic review","year":2024,"lang":"en","type":"review","venue":"Communications Medicine","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Collaboration On Repair Discoveries; University of British Columbia","funders":"International Collaboration on Repair Discoveries; Eidgenössische Technische Hochschule Zürich; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; International Foundation for Research in Paraplegia; Wings for Life; Paralyzed Veterans of America; Paralyzed Veterans of America Research Foundation; National Science Foundation","keywords":"Medicine; Observational study; Spinal cord injury; Context (archaeology); Atorvastatin; Clinical trial; Intensive care medicine; Disease; Drug; Pharmacology; Internal medicine; Spinal cord; Psychiatry","score_opus":0.30523491649205375,"score_gpt":0.5972927232717965,"score_spread":0.29205780677974275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403733312","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012368492,0.9826187,0.0000021524336,0.0040197517,0.000082557635,0.008671319,0.00010364609,0.000048121172,0.004441397],"genre_scores_gemma":[0.0022838416,0.99517477,0.000131051,0.0001707717,0.00007515601,0.0013032386,0.00032905585,0.00009142541,0.00044069512],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99380636,0.001706626,0.0026721244,0.00035101883,0.0011672835,0.0002965595],"domain_scores_gemma":[0.9877855,0.0015034697,0.0017177268,0.0080819065,0.00069975294,0.00021162731],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032643036,0.00056702434,0.0054590963,0.00067217037,0.00011496758,0.00001114773,0.0026776793,0.00021465973,0.00019272187],"category_scores_gemma":[0.0039504347,0.00024759662,0.0011425739,0.002197422,0.0012235864,0.00003234811,0.0008724299,0.0017337984,0.00013563503],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042811604,0.0002693954,0.0000017638816,0.8085674,0.00073499104,0.000005092822,0.000035014335,5.355556e-10,0.0000025490656,0.0010141236,0.00989219,0.17904934],"study_design_scores_gemma":[0.00018572359,0.022047441,0.0000061327946,0.8765285,0.0118972305,0.00014752969,0.00007639812,0.0000061311434,8.60554e-7,0.000024213836,0.08893624,0.00014357471],"about_ca_topic_score_codex":0.000042059713,"about_ca_topic_score_gemma":0.0000017456838,"teacher_disagreement_score":0.17890576,"about_ca_system_score_codex":0.0003098542,"about_ca_system_score_gemma":0.0013297658,"threshold_uncertainty_score":0.9999976},"labels":[],"label_agreement":null},{"id":"W4403866506","doi":"10.1038/s43856-024-00649-x","title":"Disparities in steatosis prevalence in the United States by Race or Ethnicity according to the 2023 criteria","year":2024,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico; National Heart, Lung, and Blood Institute; Faculty of Medicine, Chiang Mai University; National Institute on Alcohol Abuse and Alcoholism; U.S. Department of Veterans Affairs; University of California, San Diego; Agencia Estatal de Investigación; Houston Methodist Research Institute; School of Medicine, Stanford University; Universitat de Barcelona; Pontificia Universidad Católica de Chile; Inova Health System; Generalitat de Catalunya; Centres de Recerca de Catalunya; Houston Methodist Hospital; Pritzker School of Medicine; University of Texas Southwestern Medical Center; National Institute of Diabetes and Digestive and Kidney Diseases; London Health Sciences Centre; National Center for Advancing Translational Sciences; Chiang Mai University; School of Medicine, Virginia Commonwealth University; Virginia Commonwealth University; City University of New York","keywords":"Ethnic group; Race (biology); Steatosis; Medicine; Demography; Environmental health; Gerontology; Political science; Internal medicine; Sociology; Gender studies","score_opus":0.09152838581938495,"score_gpt":0.4058788675351703,"score_spread":0.31435048171578533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403866506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60871583,0.04011297,0.000047109937,0.3488242,0.000115016606,0.0012348425,0.000114311646,0.000053609874,0.00078208337],"genre_scores_gemma":[0.9629302,0.030483054,0.000080290934,0.0049042637,0.00004532076,0.0007067848,0.00035400433,0.000013623256,0.00048247463],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.998673,0.00040300022,0.00031093459,0.00018910517,0.00023485527,0.00018910508],"domain_scores_gemma":[0.9962953,0.0021651774,0.00002298402,0.0013794018,0.00005984453,0.000077327204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079135795,0.00013457517,0.00022095391,0.00021046479,0.00014090368,0.000044406082,0.00068297185,0.00003512463,0.00015073699],"category_scores_gemma":[0.0004530813,0.00006281279,0.00003482222,0.0013513131,0.00021592753,0.000077612094,0.0002149901,0.00032160396,0.00003221597],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044063307,0.0027110723,0.4127175,0.0015372473,0.00041059367,0.00016584498,0.053684067,0.00005965625,0.0005249065,0.004570223,0.504001,0.019177243],"study_design_scores_gemma":[0.0025695998,0.0007989253,0.72492915,0.009792618,0.0008898859,0.000039994087,0.044025477,0.009593779,0.0001478383,0.0003588127,0.20652863,0.00032526758],"about_ca_topic_score_codex":0.0049577965,"about_ca_topic_score_gemma":0.001122514,"teacher_disagreement_score":0.35421434,"about_ca_system_score_codex":0.00012941193,"about_ca_system_score_gemma":0.000061893894,"threshold_uncertainty_score":0.7494738},"labels":[],"label_agreement":null},{"id":"W4403892295","doi":"10.1038/s43856-024-00652-2","title":"Clinical validation of peripheral blood mononuclear cell DNA methylation markers for accurate early detection of hepatocellular carcinoma in Asian patients","year":2024,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Hepatocellular carcinoma; Peripheral blood mononuclear cell; Peripheral blood; DNA methylation; Medicine; Pathology; Oncology; Immunology; Cancer research; Biology; Gene; Gene expression; Genetics","score_opus":0.08638159337873898,"score_gpt":0.32292641400285926,"score_spread":0.2365448206241203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403892295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923777,0.0025698857,0.0014212403,0.00073279906,0.00015755532,0.0014751011,0.00002050291,0.000042381675,0.0012028329],"genre_scores_gemma":[0.99704134,0.00039078237,0.0017894435,0.000019643947,0.00006651199,0.00013053515,0.00044405187,0.00003903504,0.0000786279],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795574,0.00031933066,0.0010430752,0.00026927126,0.00024298212,0.00016960282],"domain_scores_gemma":[0.9979871,0.0004332086,0.00025993696,0.00090739294,0.00031213803,0.00010024379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097585534,0.0001732201,0.0004981047,0.00038929938,0.00006537087,0.000010875954,0.00023169912,0.0001711846,0.000042869327],"category_scores_gemma":[0.0002615527,0.00015251277,0.00020488961,0.0005979025,0.00022945015,0.00017490976,0.00006761075,0.0002484992,0.0000034973891],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034040643,0.0007767375,0.94024193,0.0005497247,0.00015772336,0.0000045882844,0.0017094222,0.0000019094537,0.02012017,0.000086811095,0.00005119637,0.035959374],"study_design_scores_gemma":[0.0109374225,0.0064083324,0.7238484,0.0012278863,0.0023455378,0.0000066717625,0.0010021982,0.09099935,0.16045475,0.00042352648,0.002001396,0.00034450414],"about_ca_topic_score_codex":0.00021011925,"about_ca_topic_score_gemma":0.0000166701,"teacher_disagreement_score":0.2163935,"about_ca_system_score_codex":0.00008335399,"about_ca_system_score_gemma":0.00010057084,"threshold_uncertainty_score":0.62192905},"labels":[],"label_agreement":null},{"id":"W4404010733","doi":"10.1038/s43856-024-00645-1","title":"Recommendations for the equitable integration of digital health interventions across the HIV care cascade","year":2024,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of Toronto","funders":"Agencia Estatal de Investigación; Canadian Institutes of Health Research; Generalitat de Catalunya; Academy of Finland; Centres de Recerca de Catalunya","keywords":"Psychological intervention; Human immunodeficiency virus (HIV); Cascade; Health care; Medicine; Virology; Nursing; Engineering; Economic growth; Economics","score_opus":0.2320968902373331,"score_gpt":0.5624168902291635,"score_spread":0.3303199999918304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404010733","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013533894,0.08952286,0.15335649,0.7404403,0.001302787,0.008102387,0.0018529318,0.00022159131,0.0050653173],"genre_scores_gemma":[0.9114503,0.027237913,0.0036985602,0.006119847,0.00083910883,0.037101936,0.005457537,0.00008083446,0.008013927],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99705195,0.00043347417,0.0014828295,0.0002474564,0.00019767835,0.00058661844],"domain_scores_gemma":[0.98937625,0.0071379268,0.00045731867,0.0022890868,0.00056686305,0.00017255926],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027196414,0.0001613608,0.00032937736,0.000117411844,0.0049018883,0.00003142492,0.0012321485,0.00010633904,0.00019632677],"category_scores_gemma":[0.0010054283,0.000090087844,0.00017017583,0.00083234586,0.0005530069,0.00019128123,0.00041259325,0.000940507,0.0001121394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017260862,0.000077667384,0.00018414129,0.0018638865,0.000054522727,4.0202234e-8,0.033567768,0.000007337087,0.00001975737,0.18498938,0.44997522,0.329243],"study_design_scores_gemma":[0.00044165895,0.00011788325,0.00050178875,0.002100366,0.000066804496,0.0000024541616,0.0805699,0.0022004466,0.0000027400592,0.0022783624,0.9116519,0.00006571398],"about_ca_topic_score_codex":0.0007245119,"about_ca_topic_score_gemma":0.0026158595,"teacher_disagreement_score":0.911315,"about_ca_system_score_codex":0.0003384522,"about_ca_system_score_gemma":0.0008706373,"threshold_uncertainty_score":0.9963936},"labels":[],"label_agreement":null},{"id":"W4404198724","doi":"10.1038/s43856-024-00651-3","title":"An integrated empirical and computational study to decipher help-seeking behaviors and vocal stigma","year":2024,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Centre for Research on Brain Language and Music; McGill University","funders":"Canadian Institutes of Health Research; Alliance de recherche numérique du Canada; Social Sciences and Humanities Research Council of Canada; Canada Research Chairs; Government of Canada","keywords":"DECIPHER; Stigma (botany); Psychology; Empirical research; Social psychology; Cognitive psychology; Biology; Mathematics; Genetics","score_opus":0.07771296138266279,"score_gpt":0.4358020756391345,"score_spread":0.3580891142564717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404198724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9590509,0.0038467238,0.0064036343,0.029288094,0.0000677559,0.000630542,0.0000064509168,0.00015415272,0.0005517607],"genre_scores_gemma":[0.99208665,0.00018061703,0.0058687013,0.0014229349,0.000062508225,0.000042349835,0.00014546946,0.00002326594,0.00016751226],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891996,0.00012742903,0.00029351836,0.00027345397,0.00024323919,0.00014242111],"domain_scores_gemma":[0.99856424,0.00029886898,0.000021821274,0.0007044901,0.00013227502,0.0002783248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042092503,0.00014183986,0.00026070533,0.00025681,0.00019759103,0.00004069341,0.00019996824,0.00004865557,0.00009065789],"category_scores_gemma":[0.0001818244,0.00010858777,0.000018882989,0.0004959697,0.00032340383,0.00009657311,0.00014755542,0.00033770635,0.000015514475],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017056805,0.0027271626,0.6577964,0.00013091786,0.00028184947,0.000117340714,0.04933962,0.00006178977,0.0014300436,0.0012970823,0.014921957,0.27172527],"study_design_scores_gemma":[0.0028058281,0.003548815,0.8516183,0.0009192899,0.0007156379,0.00024600033,0.05432423,0.04695842,0.000007144786,0.0005317321,0.037996877,0.00032773596],"about_ca_topic_score_codex":0.00023891193,"about_ca_topic_score_gemma":0.00038499877,"teacher_disagreement_score":0.27139753,"about_ca_system_score_codex":0.000044959143,"about_ca_system_score_gemma":0.00009546185,"threshold_uncertainty_score":0.44280806},"labels":[],"label_agreement":null},{"id":"W4404372093","doi":"10.1038/s43856-024-00660-2","title":"Discriminating Parkinson’s disease patients from healthy controls using nasal respiratory airflow","year":2024,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Azrieli Foundation; Israel Science Foundation; Minerva Foundation","keywords":"Medicine; Parkinson's disease; Respiratory system; Airflow; Disease; Cardiology; Internal medicine; Engineering","score_opus":0.10740539447198559,"score_gpt":0.40660849117870473,"score_spread":0.29920309670671913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404372093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9228658,0.041168284,0.0021951336,0.026340123,0.0010309884,0.001755306,0.00021973652,0.00038698694,0.004037636],"genre_scores_gemma":[0.99363923,0.00023165933,0.0032632016,0.0015996979,0.00058028864,0.00010632887,0.00045737316,0.00006593448,0.000056312267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974955,0.0003960651,0.0005889577,0.00043167252,0.0007053352,0.00038249325],"domain_scores_gemma":[0.995736,0.0010028124,0.00009901589,0.0022235822,0.00037360372,0.0005650064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005719089,0.00022298635,0.00041586973,0.0003638364,0.00036903497,0.000040285133,0.0005922298,0.00007975236,0.00026840554],"category_scores_gemma":[0.0017506883,0.00018139914,0.0000995669,0.0005585494,0.00074478344,0.00019319041,0.00041885852,0.000738254,0.000074818156],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013592578,0.0015796281,0.7097066,0.0009470436,0.00069997663,0.00019315335,0.004531377,0.000012967887,0.0149234105,0.007532692,0.0055301767,0.25298372],"study_design_scores_gemma":[0.008389548,0.0009555344,0.68333644,0.003028841,0.0009993336,0.000008608514,0.0016245273,0.10111574,0.00011828911,0.0014200232,0.1985066,0.0004965298],"about_ca_topic_score_codex":0.00032957576,"about_ca_topic_score_gemma":0.000042400112,"teacher_disagreement_score":0.25248718,"about_ca_system_score_codex":0.0005261927,"about_ca_system_score_gemma":0.00025513276,"threshold_uncertainty_score":0.7397242},"labels":[],"label_agreement":null},{"id":"W4404484253","doi":"10.1038/s43856-024-00662-0","title":"Restoring brain connectivity by phrenic nerve stimulation in sedated and mechanically ventilated patients","year":2024,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lungpacer Medical (Canada); University of Toronto","funders":"","keywords":"Mechanical ventilation; Medicine; Anesthesia; Phrenic nerve; Ventilation (architecture); ARDS; Sedation; Diaphragmatic breathing; Stimulation; Diaphragm (acoustics); Respiratory system; Lung; Internal medicine","score_opus":0.03739130718434135,"score_gpt":0.33835177477312356,"score_spread":0.3009604675887822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404484253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830964,0.0054155313,0.0010231158,0.008390991,0.00024543138,0.00063848443,0.000011201859,0.00018608257,0.0009927652],"genre_scores_gemma":[0.99786854,0.0002775454,0.0004092212,0.00039934856,0.000039444814,0.000039615818,0.00052098866,0.000026437085,0.0004188726],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987909,0.00013753925,0.0004065653,0.00026374156,0.00022711954,0.0001740923],"domain_scores_gemma":[0.99843484,0.00036079905,0.00006309593,0.0008929593,0.00010844702,0.00013984776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071335706,0.00014045615,0.00028406607,0.0002525318,0.00009002055,0.000016528891,0.00017769162,0.000112744514,0.00010866567],"category_scores_gemma":[0.0005378134,0.00012113268,0.00003195957,0.0005487563,0.00010968005,0.0001456056,0.00013706181,0.0003753719,0.0000138597225],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006589498,0.0016689624,0.13980049,0.00078318664,0.0003845332,0.00013355046,0.004850744,0.00001244016,0.5585266,0.015032759,0.04270488,0.23544294],"study_design_scores_gemma":[0.023540389,0.0059556095,0.31514886,0.00955901,0.0011778506,0.00013549183,0.0016021208,0.11963459,0.018217018,0.009208193,0.49428135,0.0015395043],"about_ca_topic_score_codex":0.00010670613,"about_ca_topic_score_gemma":0.000065751614,"teacher_disagreement_score":0.54030955,"about_ca_system_score_codex":0.00012667279,"about_ca_system_score_gemma":0.000083134,"threshold_uncertainty_score":0.49396476},"labels":[],"label_agreement":null},{"id":"W4404516377","doi":"10.1038/s43856-024-00670-0","title":"Using UK Biobank data to establish population-specific atlases from whole body MRI","year":2024,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"Deutschen Konsortium für Translationale Krebsforschung; Bundesministerium für Bildung und Forschung","keywords":"Biobank; Population; Computer science; Probabilistic logic; Artificial intelligence; Atlas (anatomy); Medical imaging; Pipeline (software); Data mining; Pattern recognition (psychology); Medicine; Bioinformatics; Anatomy; Biology","score_opus":0.21138004515883327,"score_gpt":0.45591219031358365,"score_spread":0.24453214515475039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404516377","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16269675,0.13289739,0.21794662,0.43338704,0.0023046231,0.0030901982,0.0013084768,0.004713794,0.041655097],"genre_scores_gemma":[0.8014959,0.0023740134,0.18947114,0.0011529183,0.0005589276,0.000024141213,0.0043763234,0.000048761074,0.0004978706],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99848634,0.00007533378,0.0004447898,0.00045169718,0.00030546257,0.00023637184],"domain_scores_gemma":[0.9942624,0.00043872287,0.000044355118,0.0048926123,0.00013021864,0.00023171118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003936348,0.00018214631,0.00036347145,0.00031877874,0.00020561123,0.000098847515,0.0010502535,0.00007639902,0.00037613278],"category_scores_gemma":[0.00041853142,0.00014842057,0.00004104557,0.0008292324,0.00028921667,0.00021708658,0.00069914205,0.00043094187,0.00011206115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008345567,0.00046716665,0.01856986,0.00013706731,0.00024733762,0.00007764793,0.0011190263,0.00000815452,0.24366102,0.021188486,0.69084173,0.023599071],"study_design_scores_gemma":[0.00058609765,0.00026371554,0.019837499,0.0035417548,0.00047623736,0.000062011095,0.00046494277,0.039343987,0.0015681736,0.0029469603,0.93055147,0.0003571656],"about_ca_topic_score_codex":0.0019513745,"about_ca_topic_score_gemma":0.00007168089,"teacher_disagreement_score":0.63879913,"about_ca_system_score_codex":0.00015373166,"about_ca_system_score_gemma":0.00007594889,"threshold_uncertainty_score":0.60524154},"labels":[],"label_agreement":null},{"id":"W4405642223","doi":"10.1038/s43856-024-00697-3","title":"Approaches to ensure an equitable and fair admissions process for medical training","year":2024,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Association of American Medical Colleges","keywords":"Workforce; Equity (law); Health equity; Medical education; Diversity (politics); Ethnic group; Underrepresented Minority; Medical school; Public relations; Process (computing); Personnel selection; Medicine; Political science; Business; Nursing; Public health; Computer science","score_opus":0.5617485462972038,"score_gpt":0.46430021886965556,"score_spread":0.09744832742754828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405642223","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015086064,0.01570778,0.013572048,0.7878152,0.0007675321,0.001341129,0.000040555173,0.0005569295,0.16511275],"genre_scores_gemma":[0.99351496,0.0006302472,0.0016939547,0.0018426746,0.0004321168,0.00010071102,0.000071675044,0.000010990938,0.0017026706],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985878,0.00014122398,0.00017182913,0.00020525831,0.0005947438,0.0002991833],"domain_scores_gemma":[0.99797404,0.0006990684,0.000021041105,0.00048376044,0.00009400952,0.0007281122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003888794,0.00008226542,0.00017286399,0.00012776727,0.0011057326,0.000054713193,0.0011673335,0.00010494158,0.00032736262],"category_scores_gemma":[0.0029913161,0.000066906316,0.000022150938,0.0004659908,0.0007132308,0.00018945282,0.00023935045,0.00023141374,0.0000062840927],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014133819,0.00008486245,0.0001934001,0.00014750808,0.000043730706,0.0000043411246,0.30339345,0.0000038104808,0.000034685283,0.4398066,0.02162481,0.23464863],"study_design_scores_gemma":[0.00034471924,0.00025315638,0.00011015926,0.00073565665,0.000094849805,0.0000056466815,0.35024473,0.0023167725,0.000004133452,0.009163173,0.63659865,0.00012836404],"about_ca_topic_score_codex":0.0001846769,"about_ca_topic_score_gemma":0.00087068137,"teacher_disagreement_score":0.9784289,"about_ca_system_score_codex":0.000037503778,"about_ca_system_score_gemma":0.00056183856,"threshold_uncertainty_score":0.8504513},"labels":[],"label_agreement":null},{"id":"W4406136754","doi":"10.1038/s43856-024-00729-y","title":"Longitudinal monitoring of sewershed resistomes in socioeconomically diverse urban neighborhoods","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Calgary Laboratory Services; Alberta Health Services; University of Calgary; Athabasca University; Women and Children’s Health Research Institute; University of Alberta","funders":"Alberta Health; Public Health Agency; Public Health Agency of Canada","keywords":"Environmental science; Environmental health; Medicine","score_opus":0.05709401945025905,"score_gpt":0.354486763547666,"score_spread":0.29739274409740696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406136754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9149818,0.0010476043,0.00011960285,0.009428589,0.00012363122,0.00016548218,0.0000031953907,0.000021118847,0.07410901],"genre_scores_gemma":[0.99730766,0.00069241493,0.0011184211,0.00018931666,0.000014929593,0.000003466054,0.0000047697113,0.000004097735,0.0006649316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992762,0.000066937035,0.00027467258,0.0001391529,0.00009382881,0.00014915892],"domain_scores_gemma":[0.99903613,0.000196468,0.0000618778,0.00063170894,0.000003298982,0.00007050577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024945044,0.00008472099,0.00017382865,0.00006205129,0.00008377113,0.0000032740793,0.0005917308,0.000039466566,0.00056346855],"category_scores_gemma":[0.000098535435,0.000073774936,0.000029769511,0.00023612044,0.0009466277,0.00009847348,0.00057138473,0.00016487703,0.00005383522],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011991505,0.00015027887,0.9810312,0.00001090594,0.000011852444,9.3504843e-7,0.00029329146,0.000028517246,0.012293933,0.00067142746,0.0011690244,0.0043266527],"study_design_scores_gemma":[0.000600502,0.000029946745,0.992868,0.00013864636,0.00002667208,5.3072375e-7,0.00051381276,0.00034249484,0.0019523386,0.00064057996,0.0028177095,0.00006877321],"about_ca_topic_score_codex":0.00024290255,"about_ca_topic_score_gemma":0.000034852448,"teacher_disagreement_score":0.08232589,"about_ca_system_score_codex":0.00019356617,"about_ca_system_score_gemma":0.00000885903,"threshold_uncertainty_score":0.6169585},"labels":[],"label_agreement":null},{"id":"W4406231809","doi":"10.1038/s43856-024-00721-6","title":"Applying Normalisation Process Theory to a peer-delivered complex health intervention for people experiencing homelessness and problem substance use","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"National Institute for Health and Care Research","keywords":"Intervention (counseling); Harm reduction; Harm; Context (archaeology); Health care; Qualitative research; Nursing; Psychology; Focus group; Peer support; Medicine; Public health; Social psychology; Sociology; Political science","score_opus":0.14020718671570478,"score_gpt":0.47955396476207374,"score_spread":0.3393467780463689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406231809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78659916,0.0037957963,0.18362038,0.016404672,0.00031950214,0.0075515443,0.00005821652,0.00023015117,0.0014205666],"genre_scores_gemma":[0.98739034,0.00047814872,0.0037905348,0.00074228004,0.000064635635,0.0066844444,0.00033720024,0.000021311773,0.00049108174],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99776703,0.0007121789,0.0007340148,0.00025202995,0.0001987203,0.0003360112],"domain_scores_gemma":[0.9965381,0.0013751857,0.00031237543,0.000756504,0.0008920834,0.00012576235],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021926092,0.000152251,0.0005818775,0.00021471923,0.0020568864,0.000023242872,0.00048151167,0.00009225731,0.000040100083],"category_scores_gemma":[0.00066035945,0.00013855583,0.000036187503,0.0006569587,0.00014485259,0.00024999498,0.00018838019,0.0002762503,0.0000032922012],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015659802,0.00014871266,0.033069342,0.0020105431,0.00004256259,1.0776753e-7,0.7595132,0.000015280011,0.00019551287,0.12999062,0.0005012531,0.07435629],"study_design_scores_gemma":[0.0023145701,0.00013971547,0.047192752,0.0034061952,0.00004502927,1.3473432e-7,0.9183899,0.0014727679,0.000017795779,0.01003417,0.016781997,0.00020495747],"about_ca_topic_score_codex":0.0024085324,"about_ca_topic_score_gemma":0.031197624,"teacher_disagreement_score":0.2007912,"about_ca_system_score_codex":0.00023487577,"about_ca_system_score_gemma":0.00016332814,"threshold_uncertainty_score":0.9992423},"labels":[],"label_agreement":null},{"id":"W4406646264","doi":"10.1038/s43856-024-00712-7","title":"Preclinical assessment of splicing modulation therapy for ABCA4 variant c.768G>T in Stargardt disease","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Stichting tot Verbetering van het Lot der Blinden; Stichting Blindenhulp; Landelijke Stichting voor Blinden en Slechtzienden; Stichting Blinden-Penning; Stichting voor Ooglijders; Stichting Steunfonds Uitzicht; Radboud Universitair Medisch Centrum; Oogfonds; Algemene Nederlandse Vereniging ter voorkoming van Blindheid; Retina UK; Foundation Fighting Blindness","keywords":"Stargardt disease; ABCA4; Exon; Biology; RNA splicing; In vivo; Molecular biology; Exon skipping; Intron; Alternative splicing; Cell biology; Cancer research; RNA; Genetics; Gene; Phenotype","score_opus":0.040275914153610155,"score_gpt":0.4047414174594471,"score_spread":0.36446550330583694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406646264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81845534,0.013610348,0.11599999,0.02749843,0.00030408197,0.0023549984,0.00002607551,0.000026388174,0.021724375],"genre_scores_gemma":[0.98872095,0.00382673,0.0061843116,0.00032914136,0.000022275983,0.00011905175,0.00046209866,0.0000063227217,0.00032909412],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927294,0.000080141945,0.00033663804,0.00014830667,0.00007276002,0.000089207955],"domain_scores_gemma":[0.9989026,0.000113179936,0.000085376494,0.0007568488,0.00010776175,0.00003424164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004366275,0.00007467797,0.00013735266,0.00007864024,0.000058029207,0.0000034309332,0.00032518047,0.000049993916,0.000009554796],"category_scores_gemma":[0.00029499325,0.00006433307,0.000039219325,0.0001345646,0.00012297633,0.000002929729,0.0001081354,0.00005978821,2.0995157e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013480274,0.0017954226,0.62071645,0.00030949738,0.00033212063,0.0000011114229,0.0005607381,0.0010609971,0.19476222,0.054601945,0.010409087,0.1141024],"study_design_scores_gemma":[0.0036655837,0.00028289604,0.9286683,0.00026046377,0.000036478687,2.854473e-7,0.00018357279,0.016726932,0.0007805091,0.0052358434,0.044010736,0.00014839886],"about_ca_topic_score_codex":0.000021772075,"about_ca_topic_score_gemma":0.000042872907,"teacher_disagreement_score":0.30795187,"about_ca_system_score_codex":0.000016043368,"about_ca_system_score_gemma":0.00017458522,"threshold_uncertainty_score":0.26234263},"labels":[],"label_agreement":null},{"id":"W4407085325","doi":"10.1038/s43856-025-00745-6","title":"Host factor PLAC8 is required for pancreas infection by SARS-CoV-2","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Kruppel-like factors research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Centro Nacional de Biotecnología; Agencia Estatal de Investigación; Instituto de Salud Carlos III; Fundació la Marató de TV3; Fundación Bancaria Caixa d'Estalvis i Pensions de Barcelona; Universität Ulm; Ministerio de Ciencia e Innovación; Technische Universität Dresden; Universitat Oberta de Catalunya; Universidad de Oviedo; Deutsche Forschungsgemeinschaft; European Regional Development Fund; European Commission; Govern de les Illes Balears; University of Victoria","keywords":"Host (biology); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Virology; 2019-20 coronavirus outbreak; Medicine; Biology; Internal medicine; Infectious disease (medical specialty)","score_opus":0.06617781639991224,"score_gpt":0.40766140117434846,"score_spread":0.3414835847744362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407085325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91138905,0.01107695,0.02384556,0.036106322,0.0004530018,0.0016362981,0.00043075343,0.000094960444,0.014967101],"genre_scores_gemma":[0.9900012,0.002879909,0.0005203786,0.0015234719,0.00008916274,0.00018658444,0.0011505358,0.000020298043,0.003628461],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990692,0.00010803941,0.00025201612,0.0002416291,0.00011751167,0.00021159982],"domain_scores_gemma":[0.99773836,0.00012483206,0.00007186867,0.0017474396,0.00027066452,0.00004681175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022748609,0.00013165499,0.00017559405,0.000107044056,0.00022576995,0.000015194162,0.0006362977,0.00015549532,0.000024006116],"category_scores_gemma":[0.0008449694,0.00011932392,0.00006222161,0.00024232194,0.00031329377,0.000005909459,0.0003241654,0.00014846039,0.000013222455],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004035546,0.00006349845,0.0039803055,0.000024718718,0.00006151405,4.3376474e-8,0.000058918497,5.423694e-8,0.7796347,0.00016158934,0.21358095,0.0023933502],"study_design_scores_gemma":[0.0008156969,0.00019354244,0.0033731181,0.000052232237,0.000024237912,0.0000012787467,0.000043633165,0.00009420986,0.37026036,0.00011463637,0.62493175,0.00009528169],"about_ca_topic_score_codex":0.0004488152,"about_ca_topic_score_gemma":0.00019260208,"teacher_disagreement_score":0.41135082,"about_ca_system_score_codex":0.000054520984,"about_ca_system_score_gemma":0.00012177818,"threshold_uncertainty_score":0.48658884},"labels":[],"label_agreement":null},{"id":"W4407103782","doi":"10.1038/s43856-024-00702-9","title":"Gravity-based microfiltration reveals unexpected prevalence of circulating tumor cell clusters in ovarian and colorectal cancer","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; McGill University Health Centre; McGill Genome Centre; National Research Council Canada; Centre Hospitalier de l’Université de Montréal; McGill University","funders":"CIHR Skin Research Training Centre; Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Fonds de Recherche du Québec-Société et Culture; Government of Canada; Université de Montréal; California HIV/AIDS Research Program","keywords":"Colorectal cancer; Ovarian cancer; Microfiltration; Cancer; Oncology; Medicine; Internal medicine; Cancer research; Biology; Genetics; Membrane","score_opus":0.025570717166704685,"score_gpt":0.3292096333167777,"score_spread":0.30363891615007305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407103782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9658616,0.016218798,0.0011491894,0.0109196445,0.00012112389,0.00090704433,0.000030255254,0.00002675209,0.004765564],"genre_scores_gemma":[0.9933799,0.001348976,0.004250658,0.000632733,0.000019832822,0.00009379355,0.000055102624,0.000009010903,0.00021001243],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99896985,0.00014183618,0.0004542934,0.00018120086,0.0001244841,0.00012832251],"domain_scores_gemma":[0.9986401,0.0002852934,0.00017795738,0.00067937124,0.00015836264,0.000058909656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003992486,0.000107265405,0.00033723412,0.00027375453,0.000077465156,0.0000040188693,0.00018856216,0.00004411225,0.000051820945],"category_scores_gemma":[0.00020255982,0.00009762424,0.000033267803,0.0006948633,0.00032693194,0.000035126046,0.00007373237,0.00020342601,3.9074104e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015223054,0.00021869891,0.17567977,0.001662057,0.00003433843,0.0000031614293,0.001058646,0.000031572985,0.816893,0.00040429237,0.00047477387,0.0033874633],"study_design_scores_gemma":[0.010703016,0.0004026872,0.8738722,0.0073153125,0.0009399606,0.000019808766,0.001926458,0.005424865,0.09674096,0.00032847552,0.0020336737,0.00029253884],"about_ca_topic_score_codex":0.0010966025,"about_ca_topic_score_gemma":0.00038087144,"teacher_disagreement_score":0.720152,"about_ca_system_score_codex":0.00012216684,"about_ca_system_score_gemma":0.00025044224,"threshold_uncertainty_score":0.39810008},"labels":[],"label_agreement":null},{"id":"W4408372445","doi":"10.1038/s43856-025-00760-7","title":"Remission of alcohol use disorder following traumatic brain injury with focal orbitofrontal cortex hemorrhage: case report and network mapping","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Ontario Brain Institute; Sunnybrook Health Science Centre","funders":"University of Toronto","keywords":"Orbitofrontal cortex; Traumatic brain injury; Alcohol use disorder; Psychology; Medicine; Cortex (anatomy); Psychiatry; Clinical psychology; Neuroscience; Alcohol; Prefrontal cortex; Cognition","score_opus":0.0713633964973673,"score_gpt":0.3413004381464372,"score_spread":0.2699370416490699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408372445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9461107,0.0016513153,0.008584482,0.038920775,0.00030003078,0.0006287499,0.0000062998083,0.00010083594,0.0036967713],"genre_scores_gemma":[0.99334645,0.000071656075,0.0038814247,0.0017045374,0.000031147803,0.00005158609,0.000011438232,0.0000140934035,0.0008876643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856627,0.00025987794,0.0004460721,0.00032830436,0.00022451418,0.00017498656],"domain_scores_gemma":[0.99052405,0.0078245755,0.00019687036,0.001321658,0.00007277571,0.000060056984],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0006335115,0.00015504334,0.0003490597,0.0001440222,0.0006448341,0.000016301443,0.00028535782,0.00004954609,0.000009013765],"category_scores_gemma":[0.011953417,0.00012216494,0.00004183314,0.00076641835,0.00060024124,0.00019223378,0.0004125033,0.0002736798,6.7090554e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012664585,0.0024969466,0.40330338,0.0018260934,0.0010911538,0.027104465,0.020566747,0.0005416092,0.23567487,0.02377207,0.13715175,0.14520445],"study_design_scores_gemma":[0.023222955,0.003698304,0.51565045,0.018677812,0.0022512982,0.109338745,0.047886923,0.12819514,0.0055327686,0.0136057995,0.12852399,0.0034158463],"about_ca_topic_score_codex":0.00029937678,"about_ca_topic_score_gemma":0.00030272824,"teacher_disagreement_score":0.23014212,"about_ca_system_score_codex":0.000052422296,"about_ca_system_score_gemma":0.000073009774,"threshold_uncertainty_score":0.9963693},"labels":[],"label_agreement":null},{"id":"W4408778582","doi":"10.1038/s43856-025-00795-w","title":"Vaccination for prevention of hearing loss: a scoping review","year":2025,"lang":"en","type":"review","venue":"Communications Medicine","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Santé Montérégie; Centre Hospitalier de l’Université de Montréal; Institut National de Santé Publique du Québec","funders":"","keywords":"Vaccination; Hearing loss; Medicine; Audiology; Virology","score_opus":0.23368908659473944,"score_gpt":0.5094795564968232,"score_spread":0.2757904699020838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408778582","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[8.929126e-8,0.9870868,0.0010881742,0.0015533859,0.00027109004,0.0053289747,0.000014290204,0.00004685464,0.004610341],"genre_scores_gemma":[0.0000030500335,0.99243164,0.002669033,0.00023043265,0.00013362989,0.0010261124,0.0015798414,0.000029865148,0.0018964089],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99774194,0.00028354942,0.0013603002,0.00024501377,0.00020816925,0.00016102014],"domain_scores_gemma":[0.9946643,0.0020162968,0.0007501786,0.0021044086,0.00038379952,0.0000809864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001213447,0.00023971748,0.0024699976,0.00043206013,0.00010394251,0.0000032234004,0.0004700959,0.00018451782,0.00016639843],"category_scores_gemma":[0.0037925008,0.00019256954,0.00046581883,0.0007861046,0.00011722235,0.000056654953,0.00018412505,0.0003513233,0.000008237854],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025217055,0.0000573733,0.000007938584,0.39619637,0.00007031596,4.78138e-7,0.000016236712,9.250234e-9,1.8181913e-7,0.00042312493,0.0019815138,0.6012439],"study_design_scores_gemma":[0.00028624936,0.00008574399,0.000010995703,0.64269125,0.002435214,0.00002246615,0.000006664972,0.000003001098,7.7873176e-7,0.00006279909,0.35431743,0.00007740136],"about_ca_topic_score_codex":0.000006757213,"about_ca_topic_score_gemma":0.000016232578,"teacher_disagreement_score":0.60116655,"about_ca_system_score_codex":0.000096804164,"about_ca_system_score_gemma":0.00078870106,"threshold_uncertainty_score":0.7852758},"labels":[],"label_agreement":null},{"id":"W4409358150","doi":"10.1038/s43856-025-00830-w","title":"Modifying the glycosylation profile of SARS-CoV-2 spike-based subunit vaccines alters focusing of the humoral immune response in a mouse model","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Transgenic Plants and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada; University of Ottawa; Université de Montréal; National Research Council Canada","funders":"National Institutes of Health; Fundação para a Ciência e a Tecnologia; Ministério da Ciência, Tecnologia e Ensino Superior; National Institute of Allergy and Infectious Diseases; European Commission","keywords":"Glycosylation; Immune system; Antigen; Glycan; Protein subunit; Biology; Chinese hamster ovary cell; Antibody; Virology; Glycoprotein; Immunology; Receptor; Molecular biology; Biochemistry; Gene","score_opus":0.058346149256718376,"score_gpt":0.3397059194659646,"score_spread":0.28135977020924624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409358150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981101,0.0011273766,0.008835071,0.008103928,0.000019446325,0.0003987909,0.00004016919,0.0000059461076,0.00036826968],"genre_scores_gemma":[0.9981244,0.00016537748,0.001199449,0.00022139428,0.000008204396,0.00006806614,0.0000790381,0.000007548574,0.00012647269],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991639,0.00018222466,0.00036653617,0.00011171429,0.0000814591,0.00009414009],"domain_scores_gemma":[0.99809325,0.00012029106,0.00015588875,0.0015202258,0.000101265214,0.000009095771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004922586,0.00008466481,0.00014348044,0.00008165615,0.00013932314,0.0000033033339,0.00077858596,0.00005449773,0.0000011583868],"category_scores_gemma":[0.00016531203,0.00005404908,0.000053498345,0.00032276413,0.0002624481,0.0000038495527,0.00014577937,0.00012168397,2.1155083e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021795527,0.000073938456,0.0006008194,0.000019659446,0.000015297883,1.7678442e-8,0.00019686125,0.0013306693,0.9963555,0.00061499013,0.00009546964,0.00047885807],"study_design_scores_gemma":[0.0011324974,0.00005486544,0.011418441,0.00018000098,0.00004537041,7.2921154e-7,0.00020808056,0.037027143,0.94847476,0.0002798377,0.001105603,0.000072680305],"about_ca_topic_score_codex":0.0002354398,"about_ca_topic_score_gemma":0.00020721403,"teacher_disagreement_score":0.047880713,"about_ca_system_score_codex":0.000016713737,"about_ca_system_score_gemma":0.00017487656,"threshold_uncertainty_score":0.22040574},"labels":[],"label_agreement":null},{"id":"W4409889778","doi":"10.1038/s43856-025-00822-w","title":"Potential influence of geomagnetic activity on blood pressure statistical fluctuations at mid-magnetic latitudes","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Electromagnetic Fields and Biological Effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Natural Science Foundation of China; Helmholtz-Zentrum Potsdam - Deutsches GeoForschungsZentrum GFZ; Qilu Hospital of Shandong University; Shandong University","keywords":"Earth's magnetic field; Latitude; Middle latitudes; Atmospheric sciences; Environmental science; Climatology; Geophysics; Geology; Physics; Geodesy; Magnetic field","score_opus":0.00726972481320302,"score_gpt":0.2820797195531553,"score_spread":0.27480999473995227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409889778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842875,0.0064373296,0.0006631992,0.0033672126,0.00004723445,0.00032841144,0.00003132427,0.000016044994,0.004821725],"genre_scores_gemma":[0.9959392,0.0011318437,0.0010651351,0.00039106293,0.000032807824,0.000049518432,0.000138892,0.0000059655786,0.0012455732],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9990363,0.00019443884,0.0002369083,0.00023924516,0.00012710954,0.00016598545],"domain_scores_gemma":[0.99832267,0.0002591737,0.0000802663,0.0011465572,0.00013582336,0.000055485096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017032359,0.00013326766,0.00019717249,0.00006120472,0.00016126248,0.0000051491224,0.00052906637,0.00014908199,0.00012408532],"category_scores_gemma":[0.0007789775,0.00010348654,0.000039965555,0.00017252285,0.0006409471,0.0000023642287,0.00034701847,0.00016611056,0.0000043616337],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007765245,0.0002498708,0.00048488274,0.000045253724,0.00007246937,7.392407e-7,0.000015850539,0.00015828997,0.99050456,0.002800128,0.0010722523,0.0045180386],"study_design_scores_gemma":[0.0044431835,0.02544781,0.72912174,0.00048362743,0.001749062,0.000026181237,0.00004031059,0.0020459972,0.21240713,0.0035019228,0.020155422,0.0005776388],"about_ca_topic_score_codex":0.00007358325,"about_ca_topic_score_gemma":0.000066202265,"teacher_disagreement_score":0.77809745,"about_ca_system_score_codex":0.0000058298237,"about_ca_system_score_gemma":0.00005548394,"threshold_uncertainty_score":0.4220059},"labels":[],"label_agreement":null},{"id":"W4410056386","doi":"10.1038/s43856-025-00882-y","title":"Effectiveness of a single COVID-19 mRNA vaccine dose in individuals with prior SARS-CoV-2 infection: a systematic review","year":2025,"lang":"en","type":"review","venue":"Communications Medicine","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Pfizer","keywords":"Medicine; Vaccination; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Population; Immunology; Internal medicine; Environmental health; Infectious disease (medical specialty)","score_opus":0.13517618471043394,"score_gpt":0.4637166839496582,"score_spread":0.32854049923922424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410056386","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000038622136,0.9812367,0.00012886937,0.0009289915,0.00009871582,0.014352807,0.000035305868,0.00012846054,0.003051505],"genre_scores_gemma":[0.00023895863,0.98474044,0.00024029249,0.009436898,0.00006268213,0.0049083405,0.0002489734,0.00008682042,0.000036624835],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99114615,0.004029572,0.0026608445,0.00073268433,0.0009476604,0.0004830783],"domain_scores_gemma":[0.9831571,0.008393417,0.0013515411,0.0061744694,0.0008014318,0.00012206644],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0064216005,0.00079116184,0.007705798,0.002128532,0.0001932844,0.000022228256,0.0017711256,0.00043563434,0.000013529246],"category_scores_gemma":[0.019863483,0.0005212965,0.00049621303,0.0057799364,0.0005537677,0.00009061252,0.00079124124,0.0014317478,0.000036142992],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006373565,0.0008449935,0.0005266619,0.98616487,0.0008127832,0.00003104616,0.00014013005,3.912185e-8,0.000059053134,0.00024658398,0.0007144668,0.010395633],"study_design_scores_gemma":[0.0023428658,0.00052183063,0.000043843163,0.60794467,0.005491582,0.00019590829,0.000021112786,0.0000021291316,0.000039356106,0.000030874296,0.38312328,0.00024252117],"about_ca_topic_score_codex":0.0007864548,"about_ca_topic_score_gemma":0.0003256273,"teacher_disagreement_score":0.3824088,"about_ca_system_score_codex":0.0013600845,"about_ca_system_score_gemma":0.004042833,"threshold_uncertainty_score":0.99972385},"labels":[],"label_agreement":null},{"id":"W4410076950","doi":"10.1038/s43856-025-00832-8","title":"Multi-layered deep immune profiling, SARS-CoV-2 RNAemia and inflammation in unvaccinated COVID-19 individuals with persistent symptoms","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research; Humanitas Research Hospital; Mitacs; European Commission; Fonds de Recherche du Québec - Santé; HORIZON EUROPE Framework Programme; Ministero della Salute; Università degli Studi di Milano","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Immune system; Virology; Profiling (computer programming); Inflammation; Medicine; Betacoronavirus; Immunology; Outbreak; Infectious disease (medical specialty); Pathology; Computer science; Disease","score_opus":0.03759286406594449,"score_gpt":0.36317100383161677,"score_spread":0.3255781397656723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410076950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8527237,0.013658371,0.0041668755,0.12262231,0.00011711813,0.004138763,0.000010920809,0.00033649945,0.0022254237],"genre_scores_gemma":[0.98284554,0.0009601194,0.011051595,0.0039728275,0.000037177284,0.00038829408,0.0004872871,0.0000374745,0.00021969705],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99753,0.00043105666,0.00085099926,0.0004492544,0.00037599503,0.00036270043],"domain_scores_gemma":[0.99534243,0.0013352851,0.000329655,0.002466837,0.00029112317,0.00023464918],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013086784,0.00034705698,0.0007405315,0.0010026448,0.00032819784,0.000034583256,0.0007726051,0.00022321509,0.000021034959],"category_scores_gemma":[0.004303869,0.00027623415,0.00007674595,0.0012769103,0.00063802046,0.00019832997,0.0004733545,0.00067730574,0.000010491769],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010164975,0.0010130658,0.7855452,0.0030558347,0.0012406716,0.000099425946,0.010664278,0.00023583522,0.17539692,0.0057283766,0.001056394,0.014947517],"study_design_scores_gemma":[0.104180455,0.0038632392,0.70030284,0.012517523,0.003391271,0.0005972875,0.009817616,0.093745954,0.03815113,0.0012662589,0.030333538,0.0018328818],"about_ca_topic_score_codex":0.0006600494,"about_ca_topic_score_gemma":0.00053448224,"teacher_disagreement_score":0.13724579,"about_ca_system_score_codex":0.0006862829,"about_ca_system_score_gemma":0.0006958595,"threshold_uncertainty_score":0.999969},"labels":[],"label_agreement":null},{"id":"W4410251019","doi":"10.1038/s43856-025-00880-0","title":"The non-cytotoxic small molecule NPB does not inhibit BAD phosphorylation and forms colloidal aggregates","year":2025,"lang":"en","type":"letter","venue":"Communications Medicine","topic":"14-3-3 protein interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Cytotoxic T cell; Colloid; Phosphorylation; Chemistry; Molecule; Small molecule; Biophysics; Cell biology; Materials science; Biochemistry; Biology; Organic chemistry; In vitro","score_opus":0.01403357777419942,"score_gpt":0.275326562938561,"score_spread":0.26129298516436156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410251019","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008573872,0.015163444,0.001029257,0.9608664,0.0006093735,0.0016521204,0.00014001479,0.00005442746,0.01191109],"genre_scores_gemma":[0.381978,0.056833524,0.003621205,0.4258395,0.0035641838,0.0030688765,0.010498702,0.00023082788,0.11436515],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984501,0.00016568339,0.00049557193,0.00040617638,0.00018827779,0.00029416176],"domain_scores_gemma":[0.9961601,0.000388881,0.00033663522,0.0027529083,0.00030214572,0.000059318503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035020456,0.0003227045,0.00029809427,0.00012430876,0.00072491675,0.00006844379,0.0012101907,0.0005548325,0.000021606864],"category_scores_gemma":[0.0007005499,0.00020632974,0.000099599296,0.00019227254,0.0007947296,0.0000071242935,0.00085191516,0.0011101259,0.000010704477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007384817,0.00005885772,0.0001879942,0.00013727044,0.00037143688,0.000006183199,0.00020870003,0.0000019555812,0.20745835,0.0003181487,0.785534,0.005643226],"study_design_scores_gemma":[0.0005260452,0.00015985337,0.00011928681,0.00040123766,0.00012313268,0.000019215744,0.00013954013,0.000093868424,0.089916974,0.0004220369,0.9078254,0.00025338185],"about_ca_topic_score_codex":0.00018172433,"about_ca_topic_score_gemma":0.0005239375,"teacher_disagreement_score":0.5350269,"about_ca_system_score_codex":0.00006985984,"about_ca_system_score_gemma":0.00017317264,"threshold_uncertainty_score":0.8413883},"labels":[],"label_agreement":null},{"id":"W4410325506","doi":"10.1038/s43856-025-00825-7","title":"Cluster and survival analysis of UK biobank data reveals associations between physical multimorbidity clusters and subsequent depression","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Department of Health and Social Care; Medical Research Council; University of Edinburgh; National Institute for Health and Care Research; Canadian Institute of Steel Construction","keywords":"Biobank; Depression (economics); Cluster (spacecraft); Confidence interval; Hazard ratio; Cohort; Medicine; Cluster analysis; Multimorbidity; Cohort study; Demography; Comorbidity; Psychiatry; Statistics; Internal medicine; Computer science","score_opus":0.15619793103209953,"score_gpt":0.43750678338132376,"score_spread":0.2813088523492242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410325506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94031066,0.005878886,0.003614229,0.032950707,0.00012327594,0.0010821417,0.0006502544,0.000094311865,0.015295508],"genre_scores_gemma":[0.993647,0.0013400868,0.00087863137,0.0002321398,0.000050695457,0.000014705716,0.0036117644,0.0000075684493,0.00021743681],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986729,0.00020435391,0.00042828073,0.00030551603,0.0002488796,0.00014005773],"domain_scores_gemma":[0.99579215,0.0010412945,0.00019813266,0.0027316979,0.00013354281,0.00010315328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071853225,0.00013631278,0.00064942474,0.00042219146,0.00016463445,0.000014719736,0.0005285647,0.000057534715,0.000029826273],"category_scores_gemma":[0.0007225868,0.0001124471,0.000051958727,0.00094836915,0.00062908547,0.000099048295,0.0013737597,0.00018439145,8.141048e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041746087,0.0002892786,0.97663957,0.0002337104,0.0032350186,0.0000011742103,0.0005927463,0.000015885707,0.0003800378,0.0034200626,0.007543234,0.0076075317],"study_design_scores_gemma":[0.0017341863,0.000036179055,0.96876335,0.00028916312,0.008672296,2.785954e-7,0.0005277332,0.018391863,0.00001001614,0.0004290833,0.0010623562,0.00008351992],"about_ca_topic_score_codex":0.0005445382,"about_ca_topic_score_gemma":0.00026160682,"teacher_disagreement_score":0.053336285,"about_ca_system_score_codex":0.00007995776,"about_ca_system_score_gemma":0.00007055528,"threshold_uncertainty_score":0.45854598},"labels":[],"label_agreement":null},{"id":"W4410516993","doi":"10.1038/s43856-025-00903-w","title":"Hidden challenges in evaluating spillover risk of zoonotic viruses using machine learning models","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Precursory Research for Embryonic Science and Technology; Japan Society for the Promotion of Science; Institute of Genetics; University of Tokyo; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Spillover effect; Computer science; Artificial intelligence; Virology; Machine learning; Biology; Economics","score_opus":0.33284247607542183,"score_gpt":0.4448740010224857,"score_spread":0.11203152494706387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410516993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74305314,0.15344006,0.0023728847,0.023630595,0.0002103103,0.0011506252,0.000017956429,0.00011787673,0.07600656],"genre_scores_gemma":[0.9689706,0.022508608,0.0077896817,0.00046674995,0.00004614965,0.000020028107,0.00003579752,0.00001829224,0.00014409098],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980542,0.0005083009,0.0007030719,0.00021789999,0.0002845348,0.0002319825],"domain_scores_gemma":[0.9970145,0.00088284863,0.00026605203,0.0014702245,0.00023696196,0.00012937465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018590112,0.00014921417,0.0005307472,0.0004764882,0.00014812005,0.0000049937084,0.00039145767,0.00008089697,0.00014538156],"category_scores_gemma":[0.0026156376,0.00012449082,0.00006667945,0.0006039234,0.00022321983,0.000101524914,0.00025211618,0.0005294962,0.0000034115283],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046191536,0.0017416689,0.18055351,0.0022925448,0.00057489285,0.000009919879,0.009411605,0.0070920787,0.0015277801,0.08667105,0.00016946279,0.7094936],"study_design_scores_gemma":[0.0038354553,0.00041847923,0.032732584,0.0033752676,0.0006454435,0.000009113858,0.005207116,0.9408052,0.000026531345,0.008541586,0.00424473,0.00015850943],"about_ca_topic_score_codex":0.0028606493,"about_ca_topic_score_gemma":0.0003928998,"teacher_disagreement_score":0.9337131,"about_ca_system_score_codex":0.00014778165,"about_ca_system_score_gemma":0.00044955555,"threshold_uncertainty_score":0.50765884},"labels":[],"label_agreement":null},{"id":"W4410827100","doi":"10.1038/s43856-025-00923-6","title":"A multinational cohort study of trends in survival following dementia diagnosis","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bruyère; University of Ottawa; University of Waterloo","funders":"Shenzhen University; Innovation and Technology Commission","keywords":"Dementia; Cohort; Multinational corporation; Medicine; Cohort study; Internal medicine; Business; Disease","score_opus":0.05269975474557699,"score_gpt":0.42577131221928344,"score_spread":0.37307155747370646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410827100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9321371,0.0011229968,0.00013578637,0.006908502,0.00011975417,0.0007982618,0.000002270429,0.000023159888,0.058752205],"genre_scores_gemma":[0.99727803,0.00020339932,0.00029856924,0.00014262089,0.000015386502,0.0005002732,0.00016482106,0.00000727584,0.0013895963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984686,0.00025440447,0.0004743107,0.00018384536,0.0004583093,0.00016053607],"domain_scores_gemma":[0.99833184,0.00041067429,0.00007049749,0.00091235596,0.0002200975,0.000054557884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00113521,0.00009919018,0.00035244587,0.00088873494,0.00010288609,0.0000047845715,0.00037215275,0.00003451803,0.00046514222],"category_scores_gemma":[0.00039650133,0.00008571093,0.000060789473,0.0014205596,0.00015830106,0.000052092797,0.0003003674,0.00021538681,0.000003445022],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003604161,0.0027259926,0.9729921,0.000017106811,0.0004001777,0.0000058668193,0.00047421764,6.8061735e-7,0.00016036,0.0004718589,0.00091612316,0.02179944],"study_design_scores_gemma":[0.0055866134,0.00042053938,0.9873938,0.00023832949,0.00044856887,4.9885057e-7,0.002826083,0.00031545418,0.000056789304,0.0000699388,0.0025918945,0.00005150618],"about_ca_topic_score_codex":0.00061656797,"about_ca_topic_score_gemma":0.0006992029,"teacher_disagreement_score":0.06514099,"about_ca_system_score_codex":0.00007180698,"about_ca_system_score_gemma":0.000070650494,"threshold_uncertainty_score":0.5092981},"labels":[],"label_agreement":null},{"id":"W4411022663","doi":"10.1038/s43856-025-00919-2","title":"Dogs fed raw meat-based diets are vectors of drug-resistant Salmonella infection in humans","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada; Ministère de la Santé et des Services Sociaux (Québec); Ministère de l'Agriculture, des Pêcheries et de l'Alimentation; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Centre Intégré de Santé et Services Sociaux de Chaudière-Appalache; Université de Montréal; Université Laval; University of Manitoba; Institut National de Santé Publique du Québec","funders":"Ministère de la Santé; Ministère de la Santé et des Services sociaux; Public Health Agency of Canada; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","keywords":"Salmonella; Raw meat; Biology; Food science; Multi drug resistant; Drug resistance; Drug; Biotechnology; Microbiology; Veterinary medicine; Medicine; Bacteria; Pharmacology; Genetics","score_opus":0.04724569721881604,"score_gpt":0.3080962368443882,"score_spread":0.26085053962557214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411022663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9775955,0.0021911745,0.000018709166,0.0152267385,0.00013329899,0.00021431006,0.0000064187466,0.000047711605,0.004566145],"genre_scores_gemma":[0.9982061,0.0007979618,0.000049150705,0.0005471907,0.000037511538,0.00003474271,0.00012827879,9.443787e-7,0.00019813223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985868,0.00046320635,0.00048081437,0.00019503596,0.00010019025,0.00017399895],"domain_scores_gemma":[0.9979594,0.0012599729,0.0002023547,0.00042616477,0.00010574958,0.00004640806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005736564,0.00012402608,0.00036171352,0.00007162864,0.0001698251,0.0000051406196,0.00055093894,0.00009294403,0.00009592569],"category_scores_gemma":[0.00043525494,0.000053594882,0.000068167545,0.000815004,0.00035591846,0.00003170731,0.0001293744,0.00019340843,0.000005484655],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007263605,0.00023572378,0.9295484,0.000027268083,0.000018746518,8.559653e-7,0.00015374552,0.000015383392,0.061720416,0.0018181074,0.0020443776,0.0043443483],"study_design_scores_gemma":[0.00036092507,0.00011202766,0.9861196,0.00027628598,0.000026437046,2.612928e-7,0.0002763128,0.00014446997,0.0006416993,0.0009709667,0.010986963,0.000083994775],"about_ca_topic_score_codex":0.0056222617,"about_ca_topic_score_gemma":0.021942746,"teacher_disagreement_score":0.061078716,"about_ca_system_score_codex":0.000048332648,"about_ca_system_score_gemma":0.000016283453,"threshold_uncertainty_score":0.99590427},"labels":[],"label_agreement":null},{"id":"W4411177564","doi":"10.1038/s43856-025-00942-3","title":"Protection against APOE4-associated phenotypes with the longevity-promoting intervention 17α-estradiol in middle-aged male mice","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health; Cure Alzheimer's Fund","keywords":"Longevity; Phenotype; Intervention (counseling); Medicine; Gerontology; Internal medicine; Biology; Physiology; Endocrinology; Demography; Genetics; Psychiatry; Gene; Sociology","score_opus":0.07777761326288063,"score_gpt":0.34460506823010834,"score_spread":0.2668274549672277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411177564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9311486,0.0047995117,0.00051115995,0.052696265,0.00012111782,0.0022865012,0.000004228421,0.000092602146,0.008340052],"genre_scores_gemma":[0.995485,0.00048985064,0.0003565773,0.0010386979,0.000037053418,0.00028453826,0.00017149802,0.000017986195,0.002118769],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99844885,0.00042306382,0.0004604576,0.00020757595,0.00019976587,0.0002602611],"domain_scores_gemma":[0.998103,0.00026121995,0.00024523563,0.0011501446,0.00014466699,0.000095686686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010434142,0.00017081741,0.00034125452,0.00023254343,0.00039071444,0.000015629319,0.00032789638,0.000087050445,0.000041365056],"category_scores_gemma":[0.00064141274,0.00010438021,0.000014918134,0.00085748377,0.00024678206,0.000087505316,0.00009008116,0.0005746384,0.000011040638],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043339618,0.015615507,0.2370987,0.006666848,0.0039128433,0.00020717141,0.039634697,0.0001017551,0.10896128,0.003112422,0.010604117,0.5697507],"study_design_scores_gemma":[0.047361568,0.010010005,0.8714427,0.033501968,0.0020849667,0.00018673921,0.0061911824,0.008083787,0.001414219,0.0006656482,0.018428264,0.0006289812],"about_ca_topic_score_codex":0.0011791883,"about_ca_topic_score_gemma":0.004010201,"teacher_disagreement_score":0.634344,"about_ca_system_score_codex":0.00036723373,"about_ca_system_score_gemma":0.00012436583,"threshold_uncertainty_score":0.42565015},"labels":[],"label_agreement":null},{"id":"W4411181152","doi":"10.1038/s43856-025-00938-z","title":"The role of Life’s Crucial 9 in cardiovascular disease incidence and dynamic transitions to dementia","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Education and Child Care","funders":"Chinese Academy of Medical Sciences; National Natural Science Foundation of China; China Medical Board","keywords":"Dementia; Incidence (geometry); Disease; Medicine; Gerontology; Internal medicine; Physics","score_opus":0.010199385801108069,"score_gpt":0.2747534439419033,"score_spread":0.26455405814079525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411181152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8140236,0.08007384,0.016529012,0.07081803,0.00009220529,0.0019119801,0.000023552933,0.000037150923,0.016490635],"genre_scores_gemma":[0.99512875,0.0035216706,0.0006188942,0.0005788142,0.000004376939,0.000108667395,0.0000067182527,0.000004651116,0.000027453721],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989917,0.00024451563,0.00025845374,0.00018614747,0.00018168778,0.00013747276],"domain_scores_gemma":[0.9983224,0.00024585475,0.000034315664,0.0012682711,0.000008156129,0.00012097945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008642498,0.000068880756,0.00013828,0.000061529594,0.00030379495,0.000005061279,0.00048364443,0.000019648092,0.000046370445],"category_scores_gemma":[0.00043511714,0.000056840847,0.00002958226,0.00037431612,0.0006543761,0.000063648324,0.00037797715,0.00013725957,0.000013251363],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007928154,0.00034352616,0.397415,0.000060562375,0.0003085638,0.0000036187002,0.008223755,0.0039881417,0.007115532,0.0053626434,0.0004773126,0.57662207],"study_design_scores_gemma":[0.00035575175,0.000018599574,0.96058095,0.00014781603,0.00011679189,4.0034809e-7,0.0013361233,0.006188237,0.000016200562,0.0029038794,0.028267357,0.00006792494],"about_ca_topic_score_codex":0.0009289082,"about_ca_topic_score_gemma":0.0014730581,"teacher_disagreement_score":0.5765541,"about_ca_system_score_codex":0.00009559339,"about_ca_system_score_gemma":0.000034833727,"threshold_uncertainty_score":0.24110761},"labels":[],"label_agreement":null},{"id":"W4411347434","doi":"10.1038/s43856-025-00944-1","title":"Relationship between grammar and schizophrenia: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Communications Medicine","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Robarts Clinical Trials; Douglas Mental Health University Institute; Western University","funders":"Fonds de Recherche du Québec - Santé; Program of Shanghai Academic Research Leader; National Key Research and Development Program of China; Canadian Institutes of Health Research; Canada First Research Excellence Fund; National Natural Science Foundation of China; Government of Canada; Wellcome Trust; McGill University; Wellcome","keywords":"PsycINFO; Meta-analysis; Syntax; Schizophrenia (object-oriented programming); Psychology; Comprehension; Clinical psychology; Cognitive psychology; Developmental psychology; MEDLINE; Medicine; Natural language processing; Linguistics; Psychiatry; Computer science; Internal medicine","score_opus":0.2899033966465255,"score_gpt":0.4635717183879172,"score_spread":0.17366832174139174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411347434","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.4375392e-7,0.98100334,0.000048648857,0.012720955,0.0000086548,0.005372393,0.00013443762,0.000069090565,0.0006423055],"genre_scores_gemma":[0.00014997518,0.9901142,0.0027955002,0.0002755849,0.00003284526,0.0024455301,0.0018069849,0.000032594053,0.0023467457],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99579686,0.0014261596,0.0015517214,0.0005316995,0.00043101952,0.00026251134],"domain_scores_gemma":[0.9871557,0.007063978,0.0005728906,0.0045808,0.00021282576,0.0004138136],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016110516,0.0005635841,0.0109896725,0.001269977,0.00034334706,0.00003074509,0.0006500343,0.00024599308,0.000093664545],"category_scores_gemma":[0.004575161,0.00032344618,0.001220063,0.0027223513,0.0005721669,0.000048789796,0.0005747463,0.0009547619,0.000027575135],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008814475,0.00004547179,0.00007364799,0.85496646,0.13384044,0.0000068703234,0.000018391082,2.0403068e-9,8.038527e-10,0.00390816,0.00038623318,0.0067454963],"study_design_scores_gemma":[0.00051227567,0.00008124381,0.0001753483,0.101898775,0.8791061,0.0000669072,0.000011992628,0.0000010361115,3.4684202e-9,0.0003570579,0.017622503,0.00016673454],"about_ca_topic_score_codex":0.000057456196,"about_ca_topic_score_gemma":0.000074747084,"teacher_disagreement_score":0.75306773,"about_ca_system_score_codex":0.00012415003,"about_ca_system_score_gemma":0.00044101456,"threshold_uncertainty_score":0.99992174},"labels":[],"label_agreement":null},{"id":"W4411472557","doi":"10.1038/s43856-025-00943-2","title":"Determinants of antibody levels and protection against omicron BQ.1/XBB breakthrough infection","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Agencia Estatal de Investigación; Generalitat de Catalunya; Agència de Gestió d'Ajuts Universitaris i de Recerca; Fundació Privada Daniel Bravo Andreu; European Commission; European Social Fund; Centres de Recerca de Catalunya","keywords":"Antibody; Neutralizing antibody; Neutralization; Titer; Vaccination; Virology; Immune system; Immunology; Biology; Coronavirus disease 2019 (COVID-19); Medicine; Disease; Infectious disease (medical specialty); Internal medicine","score_opus":0.09486222960685345,"score_gpt":0.44135441238028605,"score_spread":0.34649218277343263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411472557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981773,0.0024649992,0.0017134009,0.0031142181,0.00011566783,0.0008407604,0.0000045530624,0.00006714295,0.009906259],"genre_scores_gemma":[0.99440825,0.00047874366,0.00036490228,0.0044843936,0.000050374616,0.00007600812,0.000011849007,0.000013628611,0.00011184639],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988756,0.00013092531,0.00042904797,0.00020459745,0.00019002131,0.00016980096],"domain_scores_gemma":[0.9980551,0.00018261619,0.00012996283,0.0013045017,0.00029966288,0.000028169039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005290378,0.00013231793,0.00036718382,0.0004053958,0.0002070331,0.000008817452,0.00024113774,0.00011855361,0.0000056740905],"category_scores_gemma":[0.0006063931,0.00011105033,0.000045175315,0.00069749705,0.00064460683,0.00009719992,0.00025127988,0.00033556178,0.000007475784],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011963278,0.00027364324,0.2649739,0.0005146624,0.00006639849,0.0000029054065,0.0005442825,1.4595891e-7,0.62593657,0.00035917785,0.00026046965,0.10694822],"study_design_scores_gemma":[0.0047191265,0.00072122185,0.68661845,0.0029542865,0.00024240783,0.00008071333,0.00041442036,0.003139802,0.18195176,0.00074519106,0.11820714,0.0002055045],"about_ca_topic_score_codex":0.0011727588,"about_ca_topic_score_gemma":0.00030332018,"teacher_disagreement_score":0.4439848,"about_ca_system_score_codex":0.000102996746,"about_ca_system_score_gemma":0.00019765118,"threshold_uncertainty_score":0.4528501},"labels":[],"label_agreement":null},{"id":"W4411977688","doi":"10.1038/s43856-025-00981-w","title":"Appraisal of multiple polygenic risk scores to estimate the risk of myocardial infarction and coronary artery lesions","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Government of Canada; Canadian Institutes of Health Research; Université Laval","keywords":"Myocardial infarction; Cardiology; Internal medicine; Medicine; Polygenic risk score; Artery; Biology","score_opus":0.01813991574223862,"score_gpt":0.34486294326572225,"score_spread":0.32672302752348364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411977688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98321146,0.0042192023,0.0077269794,0.0039483747,0.00012475094,0.00022077271,0.00005169026,0.0000054776983,0.0004912718],"genre_scores_gemma":[0.9907345,0.0048756246,0.0040028207,0.00014720536,0.000034859804,0.00003787436,0.00009493892,0.0000051742973,0.000066963454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990396,0.00036191687,0.00032295095,0.00012567414,0.000054450375,0.00009543646],"domain_scores_gemma":[0.9980192,0.0006391497,0.00019953243,0.0009867579,0.00012009034,0.000035251338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061226473,0.0000769499,0.00018594734,0.00006801814,0.00019556837,0.0000016606627,0.00032307592,0.00007732405,0.0000034364816],"category_scores_gemma":[0.002854523,0.00005520147,0.000048335205,0.00015863453,0.0004339955,0.0000016724416,0.00033792475,0.00011375255,8.5287115e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045174973,0.00005279468,0.95507264,0.000008373906,0.00023591908,2.9677825e-8,0.0002520048,0.00048350485,0.025638409,0.000369611,0.0036864076,0.014155152],"study_design_scores_gemma":[0.00044824753,0.00017037903,0.99129814,0.00003039705,0.00015984982,0.0000028471022,0.0003359627,0.0012730692,0.00038203117,0.00035289134,0.0055005234,0.000045677683],"about_ca_topic_score_codex":0.00040565387,"about_ca_topic_score_gemma":0.00040605495,"teacher_disagreement_score":0.036225505,"about_ca_system_score_codex":0.000006456072,"about_ca_system_score_gemma":0.000053667154,"threshold_uncertainty_score":0.3417337},"labels":[],"label_agreement":null},{"id":"W4411977771","doi":"10.1038/s43856-025-00974-9","title":"Immune histories and natural infection protection during the omicron era","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of British Columbia; University of Calgary","funders":"Weill Cornell Medicine - Qatar; Sidra Medicine; Weill Cornell Medical College; Qatar University; Hamad Medical Corporation; L'Oreal USA","keywords":"Immune system; Natural (archaeology); Immunology; Biology; Paleontology","score_opus":0.03448102036239775,"score_gpt":0.35657140821241406,"score_spread":0.3220903878500163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411977771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92965865,0.025173154,0.0001899828,0.036237694,0.00036245995,0.0009127876,6.9590897e-7,0.00013364891,0.0073309448],"genre_scores_gemma":[0.9945012,0.00038210046,0.00007024197,0.0040253876,0.0000944424,0.00017116997,0.000005743803,0.000009592507,0.0007401407],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991862,0.00014291966,0.00024085066,0.00014333411,0.00014812469,0.00013854212],"domain_scores_gemma":[0.9983428,0.00018801277,0.000060674596,0.0012115315,0.00018229951,0.000014674966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004845728,0.00010148729,0.00018567436,0.00022685762,0.00071404886,0.000016481046,0.0002365326,0.00006114483,0.000005196742],"category_scores_gemma":[0.0006634205,0.00006712774,0.000035548037,0.00053301523,0.0006019058,0.00007513154,0.00024865151,0.0007655243,0.0000062904364],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035337807,0.00015630697,0.04810754,0.0004215401,0.00014465203,0.0000026138828,0.0027442365,1.8266789e-7,0.90244234,0.003111102,0.00077658566,0.041739546],"study_design_scores_gemma":[0.0026258912,0.00018075871,0.45688203,0.00054162834,0.00014494984,0.00009899147,0.0007206189,0.0009394638,0.032064185,0.0005197656,0.5051601,0.00012163022],"about_ca_topic_score_codex":0.0012491294,"about_ca_topic_score_gemma":0.00023509009,"teacher_disagreement_score":0.87037814,"about_ca_system_score_codex":0.00027421417,"about_ca_system_score_gemma":0.00011187154,"threshold_uncertainty_score":0.5491959},"labels":[],"label_agreement":null},{"id":"W4412150644","doi":"10.1038/s43856-025-00994-5","title":"Validation of the Toronto recurrence inference using machine-learning for post-transplant hepatocellular carcinoma model","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hospital for Sick Children; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Liver transplantation; Economic shortage; Proportional hazards model; Internal medicine; Milan criteria; Cohort; Liver disease; Gastroenterology; Oncology; Transplantation; Surgery","score_opus":0.12252933175941207,"score_gpt":0.33345286578893246,"score_spread":0.2109235340295204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412150644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95565766,0.013081272,0.022426989,0.0050120293,0.00012572279,0.0015228585,0.00004020202,0.00004584331,0.0020874387],"genre_scores_gemma":[0.9927416,0.00083674735,0.005393149,0.00018342627,0.000021171838,0.00010994965,0.000362482,0.000014425408,0.00033708473],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99885714,0.00015816811,0.00044126547,0.00018798905,0.00018950069,0.00016592957],"domain_scores_gemma":[0.9976506,0.00037805358,0.00017256191,0.0013020514,0.00043452726,0.000062178755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040101688,0.00016028919,0.00033308836,0.00008723324,0.00032089217,0.000006663909,0.0004975724,0.00008757426,0.000028138309],"category_scores_gemma":[0.00041730527,0.00011120971,0.00013041026,0.00028720722,0.00024338899,0.000082201615,0.00014060026,0.00020690996,7.431576e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008540507,0.0001395377,0.9637013,0.00023510029,0.000077386765,6.7062865e-7,0.0014529664,0.00005426252,0.02940312,0.0030109307,0.000036586636,0.0018027235],"study_design_scores_gemma":[0.0016456278,0.00023429029,0.011265817,0.0011297871,0.0009472797,0.000008376786,0.00032636483,0.9571209,0.025665276,0.0004327924,0.0010980583,0.00012541526],"about_ca_topic_score_codex":0.0017406692,"about_ca_topic_score_gemma":0.0001473746,"teacher_disagreement_score":0.95706666,"about_ca_system_score_codex":0.00015271796,"about_ca_system_score_gemma":0.0002943143,"threshold_uncertainty_score":0.45350003},"labels":[],"label_agreement":null},{"id":"W4412578645","doi":"10.1038/s43856-025-01009-z","title":"Development of lesion and organ negative cast modelling technique for quality assurance and optimization of nuclear medicine images","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia; BC Children's Hospital; Terry Fox Research Institute; BC Cancer Agency","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Quality assurance; Lesion; Quality (philosophy); Medical physics; Computer science; Medicine; Pathology; Philosophy; Epistemology","score_opus":0.1039027267892772,"score_gpt":0.41080477679553695,"score_spread":0.30690205000625975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412578645","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005213233,0.0012849052,0.9517567,0.039092924,0.000012799946,0.0011370477,0.000009440299,0.00005355396,0.0014393842],"genre_scores_gemma":[0.38196266,0.0020199209,0.6155784,0.00020675182,0.000010067342,0.00010656571,0.000048024835,0.000009584024,0.00005801728],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99886465,0.00005166908,0.00067189755,0.00017729073,0.00014385741,0.00009062603],"domain_scores_gemma":[0.99785644,0.0006292926,0.00026166887,0.0007333351,0.00044581384,0.0000734747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089150167,0.000111677924,0.00043738057,0.00018368404,0.00017148367,0.0000021605158,0.00020172761,0.00007287321,0.000013965517],"category_scores_gemma":[0.0007930384,0.00008759459,0.00001836813,0.0003408395,0.0010182756,0.000042143907,0.00015668501,0.00015038883,7.427164e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036970188,0.00083464873,0.0018276076,0.005232708,0.00029638305,6.414914e-7,0.01020006,0.00028993897,0.8040651,0.1115313,0.013785766,0.051566143],"study_design_scores_gemma":[0.019464718,0.0017741722,0.0137084965,0.042192608,0.0021495144,0.00008986932,0.016470995,0.5181174,0.2559752,0.026180219,0.10268207,0.0011947271],"about_ca_topic_score_codex":0.00009973652,"about_ca_topic_score_gemma":0.0000059278955,"teacher_disagreement_score":0.5480899,"about_ca_system_score_codex":0.000031417407,"about_ca_system_score_gemma":0.0000972233,"threshold_uncertainty_score":0.3751879},"labels":[],"label_agreement":null},{"id":"W4412707572","doi":"10.1038/s43856-025-01014-2","title":"Soluble triggering receptor expressed on myeloid cells 1 (sTREM-1) predicts mortality in patients with febrile illness in southern Mozambique","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Inflammation biomarkers and pathways","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network","funders":"Agencia Estatal de Investigación; Agencia Española de Cooperación Internacional para el Desarrollo; Instituto de Salud Carlos III; Canadian Institutes of Health Research; European and Developing Countries Clinical Trials Partnership; Universitat de Barcelona; Department of Medicine, University of Toronto; Institució Catalana de Recerca i Estudis Avançats; University of Toronto; European Commission; United States Agency for International Development; Centres de Recerca de Catalunya; Generalitat de Catalunya; London School of Hygiene and Tropical Medicine; HORIZON EUROPE Framework Programme; HORIZON EUROPE Marie Sklodowska-Curie Actions; Government of the United Kingdom","keywords":"Myeloid cells; Myeloid; Receptor; Medicine; Biology; Immunology; Internal medicine","score_opus":0.017128500681974176,"score_gpt":0.24658899421676966,"score_spread":0.22946049353479547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412707572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890913,0.0006437469,0.00009912094,0.0010719235,0.00039158974,0.0006379735,0.000056057506,0.000056025012,0.007952297],"genre_scores_gemma":[0.9974779,0.000122042205,0.00012195098,0.00019998163,0.000009772956,0.00012631498,0.0006697159,0.000011556658,0.0012607679],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998688,0.00035777513,0.0004512121,0.00022218563,0.000055130706,0.00022569417],"domain_scores_gemma":[0.9982698,0.00026261623,0.00013665424,0.0012121276,0.000099280725,0.00001953108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004971779,0.00015715214,0.00029704336,0.00028746444,0.00017757868,0.00000696868,0.0005564018,0.00017206097,0.0002152511],"category_scores_gemma":[0.000103306425,0.00012614613,0.000024960593,0.0004292937,0.0003130538,0.000063146115,0.00014285215,0.0003597532,0.000068329886],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028297899,0.0033748483,0.69287986,0.00032923024,0.0005010546,0.0000044757235,0.027390735,0.00036221204,0.20962082,0.0073669283,0.01976273,0.0355773],"study_design_scores_gemma":[0.03777564,0.0009549249,0.7412054,0.005334687,0.00013471709,0.0000011743946,0.010338974,0.00042242982,0.0758604,0.0010324172,0.12581217,0.0011270766],"about_ca_topic_score_codex":0.00073974044,"about_ca_topic_score_gemma":0.00088359683,"teacher_disagreement_score":0.13376042,"about_ca_system_score_codex":0.00009366953,"about_ca_system_score_gemma":0.00007943398,"threshold_uncertainty_score":0.514409},"labels":[],"label_agreement":null},{"id":"W4412763319","doi":"10.1038/s43856-025-01043-x","title":"Estimating effects of serum vitamin B12 levels on psychiatric disorders and cognitive impairment: a Mendelian randomization study","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Folate and B Vitamins Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; Ontario College of Art and Design; Public Health Ontario; University of Toronto","funders":"School of Medicine and Public Health, University of Wisconsin-Madison; Division of Graduate Education; University of Wisconsin-Madison","keywords":"Mendelian randomization; Vitamin B12; Confounding; Medicine; Cognition; Psychiatry; Vitamin D and neurology; Psychology; Internal medicine; Biology; Genetics","score_opus":0.022007724271174926,"score_gpt":0.3751365698107598,"score_spread":0.3531288455395849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412763319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9635625,0.0054652696,0.005905959,0.012016783,0.0002716959,0.0046695876,0.000016182166,0.000077620774,0.008014384],"genre_scores_gemma":[0.9968928,0.00047099413,0.0015489967,0.00026200048,0.000026737405,0.00014332168,0.000033876113,0.000013846598,0.0006074005],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986802,0.00028535855,0.00041832845,0.00021225662,0.00023952447,0.00016438335],"domain_scores_gemma":[0.99756676,0.0012388064,0.00011659943,0.0008242851,0.00017192421,0.00008162796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051998143,0.00014328305,0.00042012456,0.00059517345,0.00021657192,0.000007305376,0.00022005616,0.00005584633,0.000022410515],"category_scores_gemma":[0.001225969,0.000111112124,0.00003959446,0.0009636804,0.00029319857,0.000053193642,0.00017128888,0.00027535926,0.000004284106],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030329789,0.012665407,0.4106039,0.0038937426,0.0025076435,0.0000143280895,0.017147345,0.000034372435,0.0041802474,0.0030977847,0.0036913855,0.53913087],"study_design_scores_gemma":[0.06846853,0.0070936927,0.8924112,0.0039710794,0.0015196019,0.000008376019,0.007682431,0.016597087,0.0004480092,0.0013453547,0.00022240137,0.00023224135],"about_ca_topic_score_codex":0.00009753475,"about_ca_topic_score_gemma":0.000067546825,"teacher_disagreement_score":0.53889865,"about_ca_system_score_codex":0.000039049886,"about_ca_system_score_gemma":0.00007736641,"threshold_uncertainty_score":0.45310208},"labels":[],"label_agreement":null},{"id":"W4413015589","doi":"10.1038/s43856-025-01029-9","title":"Nasal-spraying Bacillus spore probiotics for pneumonia in children with respiratory syncytial virus and bacterial co-infections: a randomized clinical trial","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Respiratory viral infections research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Faculty of Pharmaceutical Sciences, University of British Columbia","keywords":"Pneumonia; Microbiology; Medicine; Respiratory system; Virology; Virus; Randomized controlled trial; Biology; Internal medicine","score_opus":0.10423994202224746,"score_gpt":0.46055694303054806,"score_spread":0.3563170010083006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413015589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9775503,0.0022362587,0.002076592,0.003807376,0.0003954604,0.010884594,0.000029929482,0.0001528479,0.002866612],"genre_scores_gemma":[0.99245703,0.0016984079,0.0019510395,0.0008304423,0.00062086113,0.001810968,0.00024835122,0.000051825824,0.00033108355],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9961296,0.0013459432,0.0014313038,0.00046868663,0.00027934986,0.00034515513],"domain_scores_gemma":[0.9945575,0.0027834736,0.00027637012,0.0017933409,0.00039927056,0.00019005314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053829295,0.00027752836,0.0012895219,0.00085618277,0.0004436965,0.000047149555,0.00040385645,0.00027869755,0.000057702917],"category_scores_gemma":[0.0069476934,0.00020619178,0.00015387978,0.00090075674,0.0022295525,0.00014472724,0.00021509614,0.0009437185,0.00000764408],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7975963,0.0035960772,0.13788804,0.00033852182,0.0017047633,0.000012073789,0.00046948023,0.000011020622,0.0077319425,0.007331603,0.0038528035,0.03946736],"study_design_scores_gemma":[0.9174063,0.0056592315,0.03664268,0.0009810067,0.0007778714,0.000056850233,0.0001671209,0.00076166086,0.00027125105,0.00024735348,0.03671912,0.0003095129],"about_ca_topic_score_codex":0.00018846487,"about_ca_topic_score_gemma":0.0003902292,"teacher_disagreement_score":0.11981004,"about_ca_system_score_codex":0.00021625686,"about_ca_system_score_gemma":0.0008300176,"threshold_uncertainty_score":0.8408257},"labels":[],"label_agreement":null},{"id":"W4413054276","doi":"10.1038/s43856-025-01069-1","title":"Assessment of clinician well-being and the factors that influence it using validated questionnaires: a systematic review","year":2025,"lang":"en","type":"review","venue":"Communications Medicine","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre; Object Research Systems (Canada); McGill University; Université du Québec en Abitibi-Témiscamingue","funders":"McGill University","keywords":"PsycINFO; CINAHL; MEDLINE; Protocol (science); Workforce; Medicine; Health care; Mental health; Specialty; Medical education; Psychology; Family medicine; Applied psychology; Nursing; Alternative medicine; Psychological intervention; Psychiatry","score_opus":0.23883248951908795,"score_gpt":0.5883730935627406,"score_spread":0.3495406040436526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413054276","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000058531577,0.980702,0.0001673887,0.0076496233,0.00044174626,0.008410935,0.000035790563,0.000052149244,0.0025345383],"genre_scores_gemma":[0.0008126572,0.99417365,0.000446903,0.0023631917,0.00004318946,0.0013841442,0.0002768668,0.00003626652,0.0004631309],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9804076,0.014359124,0.003960711,0.00036335425,0.00053509435,0.00037412913],"domain_scores_gemma":[0.96563095,0.025965905,0.003655326,0.0038789543,0.00070734456,0.0001615343],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008101404,0.0004747911,0.005036203,0.00034313282,0.0016260663,0.000009111745,0.0018969382,0.0004567115,0.00007806042],"category_scores_gemma":[0.009360329,0.00023760744,0.00028980686,0.00094687287,0.0008854711,0.00009461233,0.0012396693,0.0023191131,0.000007967485],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015454435,0.000032092245,0.000689609,0.98725045,0.00018643646,5.3047205e-7,0.0009378556,6.379996e-8,3.841435e-8,0.004489954,0.00026350314,0.0061479043],"study_design_scores_gemma":[0.00038636857,0.000018333238,0.00014534353,0.94053626,0.0041766083,0.0000030767444,0.0020609344,0.000070152506,9.53873e-9,0.00021305689,0.0522276,0.00016225263],"about_ca_topic_score_codex":0.0019729764,"about_ca_topic_score_gemma":0.0002177742,"teacher_disagreement_score":0.0519641,"about_ca_system_score_codex":0.00030224194,"about_ca_system_score_gemma":0.0027203774,"threshold_uncertainty_score":0.9999826},"labels":[],"label_agreement":null},{"id":"W4413094530","doi":"10.1038/s43856-025-01065-5","title":"Prenatal exposure to genocide accelerates epigenetic aging in third- and fourth-generation clocks among young adults in Rwanda","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"University of Illinois at Chicago; University of Illinois at Urbana-Champaign; Dartmouth College","keywords":"Genocide; Epigenetics; Medicine; Demography; Psychology; Biology; Genetics; Gene","score_opus":0.018063831479023146,"score_gpt":0.2959613031663852,"score_spread":0.27789747168736206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413094530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9698279,0.021603977,0.0042788847,0.0023617684,0.000097653334,0.0003979316,0.000004257978,0.000008566736,0.0014190398],"genre_scores_gemma":[0.99012357,0.0058844388,0.0030629302,0.0002458291,0.000078074634,0.000095972326,0.0002593181,0.00001095662,0.00023892034],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895495,0.0001551836,0.00036568893,0.0002735151,0.0000854501,0.00016522463],"domain_scores_gemma":[0.9989229,0.000057915986,0.00006370321,0.0007914709,0.00009340879,0.0000706035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045994227,0.0001251564,0.0001586764,0.00022404405,0.00011575942,0.000021440623,0.00031527225,0.00011678027,0.0000046908362],"category_scores_gemma":[0.00040287117,0.00012365828,0.000017936325,0.000327592,0.00011600261,0.000007262229,0.00028665378,0.00015229169,8.0969124e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005705707,0.00009059576,0.6276674,0.00008183024,0.0000333709,0.0000028834472,0.0028847484,0.0019171905,0.31850144,0.00030836134,0.00037307598,0.04808203],"study_design_scores_gemma":[0.0025372873,0.0003440876,0.88357216,0.00066746265,0.000030627012,0.0000027231927,0.0010560461,0.0047582164,0.10199193,0.00069698895,0.004029922,0.00031256626],"about_ca_topic_score_codex":0.00061392324,"about_ca_topic_score_gemma":0.010618457,"teacher_disagreement_score":0.25590473,"about_ca_system_score_codex":0.000034551376,"about_ca_system_score_gemma":0.00006153292,"threshold_uncertainty_score":0.5925348},"labels":[],"label_agreement":null},{"id":"W4413383553","doi":"10.1038/s43856-025-01026-y","title":"The International Health Cohorts Consortium (IHCC) advances population health research and genomic discovery","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Genomics; Ontario Institute for Cancer Research","funders":"National Institutes of Health; University of Oxford; National Institute for Health and Care Research; Perelman School of Medicine, University of Pennsylvania; Háskóli Íslands; Wellcome; European Molecular Biology Laboratory; British Heart Foundation; Chan Zuckerberg Initiative; Wellcome Trust; University of Pennsylvania; Children's Hospital of Philadelphia","keywords":"Global health; Closing (real estate); Population; Political science; Economic growth; Data science; Environmental health; Medicine; Health care; Computer science","score_opus":0.08686675773292615,"score_gpt":0.4295825274256368,"score_spread":0.34271576969271067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413383553","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16874604,0.03448125,0.0029717688,0.7600688,0.00047127623,0.0019201081,0.000018881432,0.0000678671,0.03125401],"genre_scores_gemma":[0.942403,0.049987055,0.0007026233,0.0052647647,0.00003631478,0.00009131124,0.00009231587,0.00000918865,0.0014134251],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787515,0.00061044144,0.0004648857,0.0003202199,0.0003994256,0.0003298704],"domain_scores_gemma":[0.9972924,0.0011922438,0.00017982151,0.0011899766,0.000020596686,0.00012498155],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004350696,0.000095432355,0.00017205071,0.000095118325,0.0017186924,0.00004539702,0.00078982813,0.000028258624,0.00006659536],"category_scores_gemma":[0.00047965298,0.00007254332,0.000013688116,0.0003261371,0.001490797,0.00025981723,0.0008680057,0.00040703246,0.000029825062],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002958445,0.00014639716,0.56138057,0.000038585407,0.000029626624,5.392676e-7,0.0015757706,0.000056655244,0.00030880907,0.016550839,0.0183444,0.40153822],"study_design_scores_gemma":[0.00028030013,0.00007465007,0.6983845,0.00013573795,0.0000030620492,0.0000027779474,0.0011576053,0.00067390775,0.000005064456,0.005765234,0.2934636,0.000053515596],"about_ca_topic_score_codex":0.0032805195,"about_ca_topic_score_gemma":0.0042006215,"teacher_disagreement_score":0.77365696,"about_ca_system_score_codex":0.00090671895,"about_ca_system_score_gemma":0.00009415595,"threshold_uncertainty_score":0.9995809},"labels":[],"label_agreement":null},{"id":"W4413398908","doi":"10.1038/s43856-025-01067-3","title":"Leveraging sequences missing from the human genome to diagnose cancer","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Penn State Hershey Cancer Institute; Penn State College of Medicine; Center of Excellence in Regulatory Science and Innovation; University of California, San Francisco; U.S. Food and Drug Administration; Four Diamonds; National Human Genome Research Institute; Wellcome Trust; University of Pennsylvania; Elsa U. Pardee Foundation; Wellcome; Pennsylvania State University; U.S. Department of Health and Human Services","keywords":"Computational biology; Genome; Cancer; Biology; Lung cancer; Enhancer; Gene; DNA sequencing; Genetics; Medicine; Oncology; Gene expression","score_opus":0.044649795822400015,"score_gpt":0.35992191729917644,"score_spread":0.3152721214767764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413398908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7398974,0.08004018,0.0038139515,0.16511723,0.00039326298,0.00041884495,0.00007329947,0.00002244643,0.010223413],"genre_scores_gemma":[0.9817248,0.0060762023,0.00089498906,0.010247817,0.00030476003,0.00009422283,0.00022434435,0.0000089153145,0.0004239345],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99942225,0.000055379944,0.0001756801,0.00016982609,0.00005953005,0.0001173074],"domain_scores_gemma":[0.9982743,0.00019401716,0.00004670018,0.0013538636,0.000079635,0.000051445906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016232072,0.00008634595,0.00010401601,0.000031914864,0.0003859748,0.00002283141,0.0008724831,0.000039436774,0.000049091876],"category_scores_gemma":[0.0002911144,0.00006534793,0.000026907304,0.00015632763,0.00020501163,0.000001531729,0.00044711895,0.000095962685,0.0000033785016],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013210483,0.00006551604,0.027645195,0.000010507503,0.00015234147,0.0000011295461,0.0018528751,0.00026236227,0.87637067,0.0024491553,0.053382654,0.037794366],"study_design_scores_gemma":[0.00038305155,0.000045495508,0.053596,0.00018746748,0.00007036375,6.555907e-7,0.0006977026,0.00006184804,0.005465794,0.0017155056,0.9376443,0.00013181652],"about_ca_topic_score_codex":0.0032065774,"about_ca_topic_score_gemma":0.0016974637,"teacher_disagreement_score":0.88426167,"about_ca_system_score_codex":0.00004033954,"about_ca_system_score_gemma":0.00010931571,"threshold_uncertainty_score":0.48474073},"labels":[],"label_agreement":null},{"id":"W4413856541","doi":"10.1038/s43856-026-01609-3","title":"20 MACHINE LEARNING IDENTIFIES PROGNOSTICATORS OF INTRACRANIAL METASTATIC DISEASE IN PATIENTS WITH BREAST OR LUNG CANCER","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Institute for Clinical Evaluative Sciences; University of Toronto","funders":"University of Toronto; Johns Hopkins University","keywords":"Medicine; Breast cancer; Disease; Metastatic breast cancer; Lung cancer; Oncology; Lung; Internal medicine; Cancer","score_opus":0.01690278068726999,"score_gpt":0.33038733702402195,"score_spread":0.313484556336752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413856541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95042086,0.016573362,0.00082645094,0.028585477,0.00013984984,0.0024789632,0.00024881941,0.00007604387,0.0006501488],"genre_scores_gemma":[0.99612397,0.0007290174,0.0016934439,0.00017855546,0.000013709212,0.00019129069,0.00054289965,0.000015778378,0.0005113279],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882716,0.00016830939,0.00042359278,0.00017845014,0.00024373992,0.00015873443],"domain_scores_gemma":[0.9982458,0.00038803354,0.00014617477,0.00088271324,0.0002178576,0.0001194723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024370688,0.00015245526,0.00041765632,0.00029105385,0.00010518494,0.000005960988,0.0002403524,0.000017945471,0.00025093896],"category_scores_gemma":[0.00044819326,0.000091904985,0.00003693606,0.00071875105,0.0003821465,0.00006186801,0.00012460274,0.000248246,0.0000014676856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011148786,0.0011336814,0.98577666,0.0003777626,0.0003628622,0.000019039226,0.000281931,0.00004089911,0.000010987269,0.00043902468,0.00023892727,0.0102033615],"study_design_scores_gemma":[0.007756956,0.0003351327,0.98218375,0.0025500779,0.001753262,0.000005037114,0.00024402351,0.0041210866,0.000010717306,0.00006043555,0.0008807206,0.00009877362],"about_ca_topic_score_codex":0.0006503701,"about_ca_topic_score_gemma":0.00056961464,"teacher_disagreement_score":0.045703094,"about_ca_system_score_codex":0.000094174386,"about_ca_system_score_gemma":0.00024122813,"threshold_uncertainty_score":0.37477767},"labels":[],"label_agreement":null},{"id":"W4414543702","doi":"10.1038/s43856-025-01104-1","title":"Longitudinal MRI identifies associations between cognitive decline, inflammatory markers, and hippocampal subregion volumes in individuals with knee osteoarthritis","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fujian University of Traditional Chinese Medicine; State Administration of Traditional Chinese Medicine of the People's Republic of China","keywords":"Hippocampal formation; Cognition; Osteoarthritis; Hippocampus; Inflammation","score_opus":0.022682310988051794,"score_gpt":0.30056054195201626,"score_spread":0.27787823096396447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414543702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97233576,0.009078519,0.00022096102,0.011114839,0.00009213638,0.0012880558,0.00008175535,0.000099457524,0.0056884983],"genre_scores_gemma":[0.9948974,0.0011931717,0.0010453756,0.00030863553,0.000075387696,0.00022268349,0.0011358077,0.00002123654,0.0011002981],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984044,0.0001989618,0.00053064077,0.0003029885,0.00029581567,0.00026721836],"domain_scores_gemma":[0.99777657,0.0009069009,0.00018312849,0.0007429544,0.00025990166,0.00013053528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052188884,0.00022512254,0.0005564249,0.0005392899,0.0003098117,0.000036316866,0.00021690244,0.00014767952,0.000036730216],"category_scores_gemma":[0.00044274563,0.00019913541,0.00004503233,0.0006228841,0.00065086596,0.00019718062,0.00028135406,0.00037581992,0.000011647327],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000705653,0.000102962586,0.9434029,0.000039877952,0.00014477497,0.000016200982,0.0008355573,8.543883e-8,0.000051309078,0.0008638864,0.00035228423,0.05411962],"study_design_scores_gemma":[0.01045137,0.0013601719,0.97836053,0.002872763,0.00057541387,0.00002804914,0.002811973,0.000010770066,0.000111998874,0.001498732,0.0017464415,0.00017177156],"about_ca_topic_score_codex":0.00013162856,"about_ca_topic_score_gemma":0.0021033308,"teacher_disagreement_score":0.05394785,"about_ca_system_score_codex":0.00011202531,"about_ca_system_score_gemma":0.00018775598,"threshold_uncertainty_score":0.8120506},"labels":[],"label_agreement":null},{"id":"W4414607387","doi":"10.1038/s43856-025-01098-w","title":"Revascularization strategy for left main coronary artery disease comparing percutaneous coronary intervention versus coronary artery bypass grafting","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Conventional PCI; Left main coronary artery disease; Percutaneous coronary intervention; Revascularization; Bypass grafting; Coronary artery disease; Artery","score_opus":0.06520475017184117,"score_gpt":0.35285846978659646,"score_spread":0.2876537196147553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414607387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80106497,0.036321856,0.106445186,0.029622095,0.0035271738,0.007350461,0.00036391595,0.0009361828,0.014368143],"genre_scores_gemma":[0.987571,0.0016035275,0.0021451195,0.0006182117,0.00016737686,0.00024292736,0.0051034046,0.00005645141,0.0024919615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972181,0.00029027174,0.0011700348,0.00053242326,0.00035121138,0.0004379759],"domain_scores_gemma":[0.9952134,0.0014142431,0.00026995526,0.0023425547,0.00045387886,0.0003059686],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00063974573,0.00038853448,0.00065981405,0.0004551062,0.00065950415,0.000047274578,0.00069626066,0.00016028316,0.0003491945],"category_scores_gemma":[0.0010273948,0.00039025547,0.0004062528,0.00039816936,0.0005420172,0.00023251363,0.00044051663,0.00050841185,0.000030023024],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025103569,0.014082436,0.44730523,0.005578357,0.007848358,0.003040852,0.0025602493,0.002691899,0.0069222846,0.06793861,0.063252605,0.35367554],"study_design_scores_gemma":[0.02939733,0.00427902,0.8048029,0.0096142795,0.005791246,0.0038426283,0.0069623166,0.10834983,0.000036021138,0.0050853593,0.020804083,0.0010349907],"about_ca_topic_score_codex":0.00004520856,"about_ca_topic_score_gemma":0.00030110625,"teacher_disagreement_score":0.35749766,"about_ca_system_score_codex":0.00044870193,"about_ca_system_score_gemma":0.0002644165,"threshold_uncertainty_score":0.9998549},"labels":[],"label_agreement":null},{"id":"W4414659799","doi":"10.1038/s43856-025-01099-9","title":"Advancing telemedicine and task-sharing to improve access to psychotherapy for perinatal populations","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Women's College Hospital; University of Toronto; McMaster University; Centre for Addiction and Mental Health","funders":"Patient-Centered Outcomes Research Institute","keywords":"Telemedicine; Health care; MEDLINE; mHealth; Telehealth; Digital health; Coronavirus disease 2019 (COVID-19)","score_opus":0.08845150367727665,"score_gpt":0.4907415526655195,"score_spread":0.40229004898824283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414659799","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14261961,0.0026164798,0.21965745,0.6239383,0.0008384911,0.0066970475,0.000057156183,0.0002407472,0.003334721],"genre_scores_gemma":[0.85159594,0.0009165301,0.08598073,0.056738254,0.00054783805,0.0018986631,0.0004512373,0.000057781886,0.0018130005],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981733,0.000034187684,0.00073627406,0.0004352605,0.00022074846,0.00040021565],"domain_scores_gemma":[0.9971968,0.00031873747,0.0001223654,0.0015731793,0.00035902185,0.00042990685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006825451,0.0002144862,0.00048240673,0.00077715813,0.00045013096,0.000025198942,0.000568339,0.000063177584,0.00008097293],"category_scores_gemma":[0.0008190463,0.00018529718,0.00004075117,0.0010446751,0.00012817398,0.00015509901,0.00023243517,0.00022760833,0.000005007257],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082458823,0.00031483808,0.14288835,0.0010178658,0.00020946619,0.000003654526,0.0054423725,0.000013405044,0.024458446,0.03580058,0.13596267,0.6530638],"study_design_scores_gemma":[0.008015635,0.0020741047,0.23323928,0.0013747049,0.00031194973,0.000028934975,0.0017078423,0.0015515067,0.000415004,0.004599304,0.74640846,0.00027324425],"about_ca_topic_score_codex":0.00035438142,"about_ca_topic_score_gemma":0.00084585475,"teacher_disagreement_score":0.7089764,"about_ca_system_score_codex":0.00014266954,"about_ca_system_score_gemma":0.00013625485,"threshold_uncertainty_score":0.75562},"labels":[],"label_agreement":null},{"id":"W4414849148","doi":"10.1038/s43856-025-01146-5","title":"Early pandemic HIV-1 integration site preferences differ across anatomical sites","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Calgary; Western University","funders":"CIHR Skin Research Training Centre; Canadian Institutes of Health Research; Government of Canada","keywords":"Pandemic; Disease; Persistence (discontinuity); Population; Data integration","score_opus":0.05357945304811814,"score_gpt":0.3722828815020041,"score_spread":0.318703428453886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414849148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9740821,0.01180159,0.0006916684,0.0070942864,0.000109691464,0.0002850822,0.000118323165,0.00010626571,0.005710951],"genre_scores_gemma":[0.98865914,0.0016144209,0.00013046975,0.000178954,0.000011558514,0.0001035208,0.002407566,0.0000052534806,0.0068891286],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989725,0.0002989715,0.00025891868,0.00018156988,0.000039083556,0.0002489534],"domain_scores_gemma":[0.99813944,0.00057622924,0.00005206069,0.0010863646,0.00011615461,0.000029724817],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025503448,0.00012287429,0.0002241226,0.000115473165,0.00040389143,0.000010509576,0.00062361447,0.00013477827,0.000345966],"category_scores_gemma":[0.00029625217,0.00008379093,0.000039991904,0.00027138853,0.00086996244,0.0000650226,0.00029999475,0.00041438921,0.0011074292],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016010042,0.0004718814,0.71922714,0.00002091154,0.00040343337,0.0000016496115,0.005296644,3.1571923e-7,0.16314512,0.005667787,0.033235624,0.07236942],"study_design_scores_gemma":[0.0033217517,0.00027844482,0.90858656,0.0002716324,0.000099046876,0.000010500115,0.0014211056,0.000054147204,0.0039120666,0.0016191199,0.08026445,0.00016117285],"about_ca_topic_score_codex":0.00028787358,"about_ca_topic_score_gemma":0.00057823455,"teacher_disagreement_score":0.18935946,"about_ca_system_score_codex":0.00006846761,"about_ca_system_score_gemma":0.000054046857,"threshold_uncertainty_score":0.9996703},"labels":[],"label_agreement":null},{"id":"W4414851431","doi":"10.1038/s43856-025-01121-0","title":"Integrating direct electrical stimulation with brain connectivity predicts lesion-induced language impairment and recovery","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Cognition; Brain stimulation; Cognitive impairment; Work (physics); Electrical brain stimulation; Aphasia; Neuroimaging; Electroencephalography","score_opus":0.04785147403142989,"score_gpt":0.33312168437192624,"score_spread":0.2852702103404964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414851431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9081482,0.0010378906,0.0035522897,0.065654844,0.00017040083,0.0008173627,0.000009824965,0.0002732261,0.020335935],"genre_scores_gemma":[0.99497026,0.00011915244,0.00070387445,0.0035941429,0.000041307714,0.0000985701,0.000010922156,0.000011289941,0.00045045745],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99852353,0.000480301,0.00022883712,0.00036697017,0.00022469979,0.00017566992],"domain_scores_gemma":[0.97966653,0.01922261,0.000104126106,0.00086277886,0.00008947474,0.000054489046],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005980048,0.00015726256,0.00025628196,0.00023595344,0.00051279116,0.000024925375,0.00031109678,0.00005186523,0.000010530353],"category_scores_gemma":[0.023667734,0.00011771131,0.000023889763,0.00080819393,0.0003243443,0.00016393483,0.0002930599,0.00031376857,0.0000029990501],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006343318,0.00093725603,0.023188358,0.00012531846,0.00017096552,0.000016995245,0.005767114,0.00014257418,0.72068906,0.04586169,0.020925025,0.1815413],"study_design_scores_gemma":[0.019696105,0.011393614,0.52718985,0.0053699473,0.0007545,0.00026879393,0.011335138,0.18483047,0.19112514,0.018873168,0.026810376,0.0023528845],"about_ca_topic_score_codex":0.00019359784,"about_ca_topic_score_gemma":0.00023367196,"teacher_disagreement_score":0.52956396,"about_ca_system_score_codex":0.0001578753,"about_ca_system_score_gemma":0.00009638867,"threshold_uncertainty_score":0.9845563},"labels":[],"label_agreement":null},{"id":"W4414891237","doi":"10.1038/s43856-025-01127-8","title":"Changes in peripheral blood and cognitive performance after nonconcussive head impacts in elite female soccer players","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Arthritis Research Centre of Canada; University of Toronto","funders":"Agentúra na Podporu Výskumu a Vývoja; Canada Foundation for Innovation; Ontario Research Foundation","keywords":"Cognition; Effects of sleep deprivation on cognitive performance; Elite; Sexual dimorphism; Neuroprotection; Peripheral","score_opus":0.07110569936693281,"score_gpt":0.4037812594740995,"score_spread":0.3326755601071667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414891237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.951079,0.010210351,0.000018122875,0.025871398,0.000040963434,0.0008354283,0.000010538946,0.000026441394,0.011907773],"genre_scores_gemma":[0.989486,0.0063292235,0.00046080144,0.0022714648,0.00004157309,0.0003811491,0.00004975596,0.000015656018,0.00096437125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986843,0.00017616332,0.0003684585,0.00023264473,0.0002114814,0.00032696564],"domain_scores_gemma":[0.9981171,0.00069265865,0.00005925559,0.00085623324,0.00014468531,0.00013009673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064441614,0.0001635939,0.0004167362,0.0005798284,0.00008699694,0.000012124585,0.00026634498,0.000105050494,0.00019162246],"category_scores_gemma":[0.0006556921,0.00013253141,0.000022070099,0.0007893443,0.0007943714,0.00010227831,0.0002507278,0.00064031204,0.000008216633],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007208122,0.00043006396,0.9132907,0.00061995146,0.0001331415,0.000041300787,0.016236827,5.725041e-7,0.0015296316,0.00025022888,0.00021102102,0.06653577],"study_design_scores_gemma":[0.006615275,0.00037050582,0.97873664,0.0063871937,0.00010287211,0.000031906093,0.0056701316,0.00087476126,0.0002523005,0.000044509565,0.0007993465,0.00011453999],"about_ca_topic_score_codex":0.00028950078,"about_ca_topic_score_gemma":0.0038316566,"teacher_disagreement_score":0.06642123,"about_ca_system_score_codex":0.0001293838,"about_ca_system_score_gemma":0.00020192281,"threshold_uncertainty_score":0.5404474},"labels":[],"label_agreement":null},{"id":"W4414968015","doi":"10.1038/s43856-025-01134-9","title":"Utilizing a publicly accessible automated machine learning platform to enable diagnosis before tumor surgery","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital","funders":"Regeneron Pharmaceuticals; Stryker; Sanofi; GlaxoSmithKline; AstraZeneca","keywords":"Deep learning; Medical imaging; Applications of artificial intelligence; Key (lock); Automation","score_opus":0.09156134498929046,"score_gpt":0.39400983004404666,"score_spread":0.3024484850547562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414968015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55974096,0.011699875,0.00024962422,0.25425184,0.00059378316,0.0014693767,0.00001519519,0.0022950603,0.16968428],"genre_scores_gemma":[0.98541635,0.0010453109,0.0014893991,0.007843043,0.00010554057,0.00041671586,0.0003004653,0.000030241972,0.0033529587],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99800897,0.0001691621,0.0007662452,0.0003246374,0.00026007238,0.00047092114],"domain_scores_gemma":[0.9954198,0.0021614414,0.00014691617,0.0015947935,0.00030269366,0.00037435253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012974716,0.00022146277,0.00084829994,0.00082633685,0.00050372514,0.000027845723,0.0006290919,0.00013093182,0.0007324544],"category_scores_gemma":[0.0046377345,0.00017075142,0.00011526826,0.002187034,0.00027299076,0.00017499572,0.0005934239,0.00070032536,0.000095186755],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023139513,0.0009836991,0.7812095,0.00040504645,0.0003010425,0.00009503913,0.0011806254,0.000012881129,0.0010032941,0.0073612495,0.11651484,0.09070136],"study_design_scores_gemma":[0.0017169301,0.00044620864,0.090591736,0.0018580387,0.00022988417,0.00006936034,0.0005797635,0.012345745,0.00046141987,0.00032595455,0.891184,0.00019100183],"about_ca_topic_score_codex":0.00084762916,"about_ca_topic_score_gemma":0.000519848,"teacher_disagreement_score":0.7746691,"about_ca_system_score_codex":0.00022644705,"about_ca_system_score_gemma":0.00040471513,"threshold_uncertainty_score":0.8019862},"labels":[],"label_agreement":null},{"id":"W4415300746","doi":"10.1038/s43856-025-01123-y","title":"Visceral adipose tissue and hepatic fat as determinants of carotid atherosclerosis","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Alberta Health Services; Sunnybrook Health Science Centre; University Health Network; Université de Montréal; Institute for Clinical Evaluative Sciences; Alberta Health; McGill University Health Centre; Montreal Heart Institute; University of British Columbia; St. Joseph’s Healthcare Hamilton; Centres Intégré Universitaires de Santé et de Services Sociaux; Ontario Institute for Cancer Research; Public Health Ontario; Institut universitaire de cardiologie et de pneumologie de Québec; Population Health Research Institute; Western University; University of Toronto; Dalhousie University; Hamilton Health Sciences; Thrombosis and Atherosclerosis Research Institute; Impact; McMaster University; Université Laval","funders":"Canadian Institutes of Health Research; Helmut Horten Stiftung; Partenariat Canadien Contre Le Cancer; Olga Mayenfisch Stiftung; Bayer; Novartis Foundation; EMDO Stiftung; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; University of Toronto; Circle Cardiovascular Imaging; Dalhousie University; Alberta Health Services; Alberta Cancer Foundation; Pfizer; Sunnybrook Research Institute; Regeneron Pharmaceuticals; Sanofi; Universitätsspital Zürich; Fondation Institut de Cardiologie de Montréal; Université Laval; Université de Montréal; Heart and Stroke Foundation of Canada; Institut de Cardiologie de Montréal; National Science Foundation","keywords":"Adipose tissue; Visceral fat; Intra-Abdominal Fat; Disease; Adipokine; Carotid arteries","score_opus":0.02685509398252963,"score_gpt":0.32802485347221133,"score_spread":0.3011697594896817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415300746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95490086,0.020950949,0.00025632855,0.004587097,0.00017956826,0.0011150195,0.0000108030135,0.000080529935,0.01791885],"genre_scores_gemma":[0.9905298,0.0051205573,0.0015855766,0.0005418677,0.00006438795,0.00009084308,0.0000334105,0.000019691091,0.0020138868],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99881274,0.00014674972,0.00043488797,0.000199457,0.00022673327,0.00017942513],"domain_scores_gemma":[0.99720544,0.00020296038,0.00010918805,0.002182277,0.00017818503,0.000121950856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000413754,0.00015780663,0.00067102496,0.00021360611,0.00014583403,0.00000738033,0.00037059118,0.000089611414,0.00008525605],"category_scores_gemma":[0.0005663351,0.00012971729,0.00009332453,0.00037112986,0.00070044823,0.000052179777,0.00025284,0.00020640399,0.00001971744],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007213449,0.0005576116,0.19900838,0.0010957856,0.0008504124,0.00000442202,0.0029108124,0.0000015827464,0.013764986,0.0013003878,0.0035794477,0.77685404],"study_design_scores_gemma":[0.0061309603,0.0011982002,0.8797285,0.004980802,0.002278029,0.000055679677,0.0010136763,0.0005353494,0.029432777,0.0009685301,0.07336473,0.00031279892],"about_ca_topic_score_codex":0.0063981544,"about_ca_topic_score_gemma":0.00079425034,"teacher_disagreement_score":0.77654123,"about_ca_system_score_codex":0.000044283643,"about_ca_system_score_gemma":0.00007673276,"threshold_uncertainty_score":0.9672138},"labels":[],"label_agreement":null},{"id":"W4415520689","doi":"10.1038/s43856-025-01049-5","title":"Participant characteristics in the effectiveness of lifestyle interventions to optimize gestational weight gain: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Communications Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Population Health Research Institute; University of Manitoba; Université de Sherbrooke; McMaster University; Centre Hospitalier Universitaire Sainte-Justine; Impact; University of Calgary","funders":"Children's Hospital of Pittsburgh; National Institute of Diabetes and Digestive and Kidney Diseases; Institut de Cardiométabolisme et Nutrition; National Health and Medical Research Council; Anschutz Medical Campus, University of Colorado; Johns Hopkins Bloomberg School of Public Health; Sorbonne Université; Haukeland Universitetssjukehus; Taichung Veterans General Hospital; Faculty of Health and Medical Sciences, University of Western Australia; Novo Nordisk Foundation Center for Basic Metabolic Research; European Association for the Study of Diabetes; School of Medicine, Indiana University; Madras Diabetes Research Foundation; Syddansk Universitet; Universitair Medisch Centrum Groningen; Inyuvesi Yakwazulu-Natali; Feinberg School of Medicine; Aarhus Universitet; KU Leuven; Lunds Universitet; University of Adelaide; Taipei Veterans General Hospital; University of Oxford; University of South Dakota; Institut National de la Santé et de la Recherche Médicale; Cedars-Sinai Medical Center; National Health Research Institutes; Université de Paris; McMaster University; Rigshospitalet; Johns Hopkins University; Medical Research Council; Joslin Diabetes Center; Aarhus Universitetshospital; University of Glasgow; Assistance publique-Hôpitaux de Paris; Massachusetts General Hospital; University of Minnesota; Australian Government; Northwestern University; Novo Nordisk; Det Sundhedsvidenskabelige Fakultet, Københavns Universitet; American Diabetes Association","keywords":"Psychological intervention; Gestational diabetes; Intervention (counseling); Weight loss; MEDLINE; Pregnancy","score_opus":0.26173917201016156,"score_gpt":0.4831309608876074,"score_spread":0.22139178887744582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415520689","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.4962272e-7,0.9854773,0.0009749708,0.005880794,0.000012177643,0.0070131747,0.00017833049,0.00000921615,0.00045365674],"genre_scores_gemma":[0.00030144025,0.98802733,0.0009682627,0.0007052019,0.000007564427,0.007791585,0.0016468323,0.000012444847,0.00053933886],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9934644,0.003968533,0.0016700504,0.00026193517,0.00044648087,0.00018856238],"domain_scores_gemma":[0.9877305,0.009106631,0.00050179305,0.0021346812,0.00040512008,0.00012127496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064293914,0.00026385052,0.0055831303,0.0009458795,0.000077626,0.000013807868,0.0007971321,0.000060685536,0.00011312333],"category_scores_gemma":[0.0072799097,0.00014296283,0.0009746385,0.0022666627,0.00021949389,0.000032269145,0.00035823788,0.00035092674,0.000009698429],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004837731,0.00023838365,0.0000055830947,0.96075207,0.03403216,0.0000034645118,0.00010196568,0.0000013534625,4.2303377e-8,0.0039083837,0.0003101841,0.0006415703],"study_design_scores_gemma":[0.00017753869,0.00010557807,0.00038195774,0.27877593,0.71225715,0.000005461132,0.00007621807,0.000020290923,1.7597138e-8,0.000051219966,0.008058816,0.00008981177],"about_ca_topic_score_codex":0.00003358878,"about_ca_topic_score_gemma":0.000024731504,"teacher_disagreement_score":0.68197614,"about_ca_system_score_codex":0.000074422336,"about_ca_system_score_gemma":0.00020360736,"threshold_uncertainty_score":0.8715258},"labels":[],"label_agreement":null},{"id":"W4415731737","doi":"10.1038/s43856-026-01558-x","title":"Interpretable Multiple Instance Learning for Hematologic Diagnosis from Peripheral Blood Smears","year":2025,"lang":"en","type":"preprint","venue":"Communications Medicine","topic":"Digital Imaging for Blood Diseases","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Cancer Institute; National Institutes of Health; Memorial Sloan-Kettering Cancer Center","keywords":"Interpretability; Encoder; Pattern recognition (psychology); Feature (linguistics); Function (biology); Pipeline (software); Softmax function; Peripheral blood","score_opus":0.047919722555979066,"score_gpt":0.3228623583760989,"score_spread":0.2749426358201198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415731737","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018417148,0.10667713,0.8011754,0.032938182,0.002219841,0.002790394,0.00050202786,0.0022019437,0.03307791],"genre_scores_gemma":[0.83283085,0.0020704179,0.16028889,0.0011926705,0.0000700091,0.001788736,0.0007345588,0.000023598222,0.0010002725],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979404,0.00018244387,0.0005949734,0.0007001209,0.000250882,0.00033115054],"domain_scores_gemma":[0.9921571,0.0022819594,0.0003602856,0.004733326,0.00032233028,0.00014500985],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.0002707442,0.00034721408,0.0006436824,0.00021961163,0.00033756948,0.00025282355,0.0066510136,0.00015076801,0.000023301553],"category_scores_gemma":[0.00283057,0.00033360854,0.00018917347,0.00037791036,0.0004330852,0.00037091307,0.006435159,0.0007338867,0.0000069076427],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016225602,0.008270615,0.3145592,0.0029197214,0.0040151738,0.0000631285,0.025158478,0.010991368,0.00062639796,0.14436494,0.12259804,0.3662707],"study_design_scores_gemma":[0.0042001726,0.00032011545,0.003432771,0.009373729,0.00095750444,0.000012319894,0.00078154914,0.688072,0.000633421,0.092063494,0.19871072,0.0014421721],"about_ca_topic_score_codex":0.0004888719,"about_ca_topic_score_gemma":0.00011592165,"teacher_disagreement_score":0.8144137,"about_ca_system_score_codex":0.00010240645,"about_ca_system_score_gemma":0.0002640753,"threshold_uncertainty_score":0.9999116},"labels":[],"label_agreement":null},{"id":"W4416299806","doi":"10.1038/s43856-025-01219-5","title":"Neuroanatomical dimensions in major depression linked to cognition, adverse life events, self-harm, metabolomics and genetics","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Neurotransmitter Receptor Influence on Behavior","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Global Health Research; University Health Network; McMaster University; University of Calgary; St. Joseph’s Healthcare Hamilton; Baycrest Hospital","funders":"National Institute of Mental Health; Medical Research Council; Victoria General Hospital Foundation; Canadian Institutes of Health Research; National Institute for Health and Care Research; National Alliance for Research on Schizophrenia and Depression; Michael Smith Health Research BC; H. Lundbeck A/S; LivaNova; Wellcome Trust","keywords":"Cohort; Depression (economics); Quality of life (healthcare); Disease; Cohort study; Sample (material); Genome-wide association study; Adverse effect","score_opus":0.04401839757334944,"score_gpt":0.34406594042608474,"score_spread":0.30004754285273527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416299806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796021,0.00097552215,0.00023384037,0.017241152,0.00024870088,0.001010934,0.000019857995,0.00014039763,0.0005274859],"genre_scores_gemma":[0.98321337,0.0029246942,0.0026686764,0.010873002,0.000017700086,0.00019248422,0.000011976829,0.000022194838,0.00007589935],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9980987,0.0004485147,0.00053236843,0.0004443367,0.00022482195,0.00025129577],"domain_scores_gemma":[0.9974847,0.000650572,0.00008611718,0.0014404347,0.00008816168,0.0002500068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023804903,0.00018962754,0.0002878985,0.00044140758,0.0002655848,0.000011815884,0.0009558164,0.000084775034,0.00004557055],"category_scores_gemma":[0.0012080392,0.00017615952,0.000034034525,0.0010025095,0.0002992621,0.000111680114,0.00059186853,0.00048248694,0.0000432181],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009381585,0.0007598682,0.04442984,0.00004441558,0.000015262414,0.000013215231,0.0013626559,0.00003171109,0.9436533,0.0019714248,0.0017464006,0.005878134],"study_design_scores_gemma":[0.013749938,0.0003546758,0.72861415,0.0014378404,0.0010475905,0.00009077788,0.0008767046,0.0074140658,0.112535596,0.002825802,0.12979618,0.0012566638],"about_ca_topic_score_codex":0.000023252245,"about_ca_topic_score_gemma":0.00002109158,"teacher_disagreement_score":0.8311177,"about_ca_system_score_codex":0.000040417297,"about_ca_system_score_gemma":0.000089821144,"threshold_uncertainty_score":0.7183577},"labels":[],"label_agreement":null},{"id":"W4416306154","doi":"10.1038/s43856-025-01245-3","title":"Quantifying the impact of early life growth adversity on later life health","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Birth, Development, and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Public Health Ontario; Dalhousie University; McGill University Health Centre","funders":"National Institute of Environmental Health Sciences; National Center for Advancing Translational Sciences; Wellcome Trust; National Human Genome Research Institute; National Heart, Lung, and Blood Institute; National Institute on Aging; Health Research Council of New Zealand; Wellcome; Canadian Institutes of Health Research; U.S. Department of Health and Human Services; National Institutes of Health; Government of Canada; Medical Research Council","keywords":"Longevity; Life course approach; Index (typography); Life expectancy; Equity (law); Mental health","score_opus":0.13905101627615102,"score_gpt":0.42572285446542174,"score_spread":0.2866718381892707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416306154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.532039,0.0091594495,0.0004692782,0.4049882,0.0002516403,0.0012590686,0.000017160482,0.00012987577,0.051686376],"genre_scores_gemma":[0.94441086,0.043529302,0.0005348206,0.011291399,0.000056043515,0.000012952664,0.000050788498,0.00001059692,0.00010321814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861443,0.00023354049,0.0005227915,0.00015735823,0.00022998733,0.00024192133],"domain_scores_gemma":[0.99712044,0.0004382999,0.00022945274,0.0017084735,0.0002384267,0.0002648796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010285218,0.00013964708,0.0004684834,0.00025585238,0.00046105188,0.000004994815,0.0005709023,0.00007043499,0.00008063268],"category_scores_gemma":[0.00076711236,0.0000821872,0.00009289853,0.00061648496,0.00039042532,0.000040383635,0.00018549305,0.000520431,0.000024536683],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048238417,0.00072290865,0.67167395,0.00061278517,0.0005816558,0.0000015306706,0.010654882,0.000004243226,0.00028081407,0.19177395,0.118929476,0.004281407],"study_design_scores_gemma":[0.0016522589,0.00065002305,0.9926599,0.0009412609,0.000059995717,0.0000027170267,0.0008495485,0.00016652582,0.000021445774,0.0014674775,0.0014634316,0.00006540889],"about_ca_topic_score_codex":0.0028133336,"about_ca_topic_score_gemma":0.00013969248,"teacher_disagreement_score":0.4123719,"about_ca_system_score_codex":0.0001853888,"about_ca_system_score_gemma":0.0015546972,"threshold_uncertainty_score":0.42529377},"labels":[],"label_agreement":null},{"id":"W4416334069","doi":"10.1038/s43856-025-01191-0","title":"Machine learning identifies clusters of multimorbidity among decedents with inflammatory bowel disease","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trillium Health Centre; McGill University; McGill University Health Centre; University of Toronto; SickKids Foundation; Public Health Ontario","funders":"Hospital for Sick Children; University of Toronto; American College of Gastroenterology","keywords":"Multimorbidity; Inflammatory bowel disease; Disease; Comorbidity; MEDLINE; Cluster (spacecraft); Inflammatory Bowel Diseases","score_opus":0.03567950305514588,"score_gpt":0.34052610280356116,"score_spread":0.30484659974841527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416334069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8734466,0.015128547,0.0030902238,0.016720328,0.00033388432,0.0021135295,0.00002117891,0.00043902066,0.08870673],"genre_scores_gemma":[0.99245304,0.0018002491,0.00036903503,0.00021863265,0.000027625905,0.000077519486,0.000343812,0.000018629737,0.0046914644],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987071,0.00012907198,0.00043599578,0.00021578623,0.00033314936,0.00017890097],"domain_scores_gemma":[0.99731046,0.00021638749,0.00020499754,0.0019014478,0.00020112621,0.00016558342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032220522,0.00017568335,0.00031164044,0.00034768615,0.00021025867,0.000014701129,0.000562039,0.000038236125,0.00018897787],"category_scores_gemma":[0.0004910291,0.00013937952,0.000063972744,0.00039787486,0.0012510802,0.00014322982,0.00046101955,0.0003062684,0.0000082273045],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045574983,0.00046870756,0.9829744,0.0017730002,0.0005292644,0.000031784457,0.00066798565,0.0004785182,0.00024764726,0.0061080763,0.004500871,0.0017639834],"study_design_scores_gemma":[0.0041571315,0.00011341857,0.96374875,0.0029448967,0.0010339058,0.000001892655,0.002010195,0.017928842,0.00005012831,0.00031618788,0.007544504,0.00015015231],"about_ca_topic_score_codex":0.00025760228,"about_ca_topic_score_gemma":0.0002536755,"teacher_disagreement_score":0.11900647,"about_ca_system_score_codex":0.00011274545,"about_ca_system_score_gemma":0.0001990926,"threshold_uncertainty_score":0.5683732},"labels":[],"label_agreement":null},{"id":"W4416344110","doi":"10.1038/s43856-025-01236-4","title":"Vaginal-spray Bacillus spore probiotics as a potential treatment and reducing recurrence of bacterial vaginosis: randomized, double-blind, and controlled pilot study","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; School of Medicine, Indiana University; University of British Columbia","keywords":"Bacillus (shape); Bacteria; Probiotic; Spore; Bacterial spore; Antibiotics","score_opus":0.060177746206463635,"score_gpt":0.368173201953504,"score_spread":0.30799545574704035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416344110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96099216,0.02450186,0.00015175642,0.005337989,0.000526765,0.0053012487,0.000010949606,0.000043899287,0.0031333712],"genre_scores_gemma":[0.9922303,0.005569497,0.00016369973,0.000014763946,0.00003271936,0.0005612187,0.000098265584,0.000009207896,0.0013203433],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9975425,0.0011759443,0.00066187844,0.0003659383,0.000054094882,0.000199645],"domain_scores_gemma":[0.996873,0.0010459445,0.00023628635,0.0014162813,0.00039574815,0.000032705775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016590516,0.0002067446,0.00097425614,0.00042591878,0.00039746703,0.000019556483,0.0003620633,0.00007662457,0.0001224176],"category_scores_gemma":[0.00088844483,0.0001463168,0.000048698508,0.00035577928,0.0020270003,0.00008275967,0.00029568886,0.00034779665,0.000009162999],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.68065876,0.008997002,0.0030741103,0.00014994683,0.005283592,0.0000047501476,0.008077991,0.000011740478,0.25500238,0.009023513,0.00054016133,0.029176058],"study_design_scores_gemma":[0.97231036,0.008135013,0.0025574877,0.00044374043,0.0019312578,0.00012865795,0.0036018232,0.000029411518,0.0070859552,0.0005738124,0.0029662412,0.00023624898],"about_ca_topic_score_codex":0.0011238469,"about_ca_topic_score_gemma":0.000094530355,"teacher_disagreement_score":0.29165158,"about_ca_system_score_codex":0.00007326574,"about_ca_system_score_gemma":0.0001981957,"threshold_uncertainty_score":0.74685675},"labels":[],"label_agreement":null},{"id":"W4416414483","doi":"10.1038/s43856-025-01171-4","title":"APOE ε4 potentiates tau related reactive astrogliosis assessed by cerebrospinal fluid YKL40 in Alzheimer’s disease","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; McGill University Health Centre; McGill Genome Centre; Montreal Neurological Institute and Hospital","funders":"National Institute on Aging; Canadian Institutes of Health Research; Fonds de Recherche du Québec - Santé; HORIZON EUROPE Framework Programme; Vetenskapsrådet; Fondation Brain Canada; European Commission; Weston Brain Institute; Consortium canadien en neurodégénérescence associée au vieillissement; Alzheimer's Association","keywords":"Neuroinflammation; Astrogliosis; Apolipoprotein E; Disease; Cerebrospinal fluid; Inflammation","score_opus":0.03910992262734192,"score_gpt":0.3694540939866197,"score_spread":0.3303441713592778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416414483","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22787616,0.5425553,0.00055342953,0.17081414,0.00039154897,0.0049932026,0.00035625426,0.000600811,0.05185918],"genre_scores_gemma":[0.9925542,0.0036700803,0.00044794488,0.0005897287,0.000028028502,0.0003386044,0.0019932569,0.000033212826,0.0003449489],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977117,0.00032442826,0.00060291897,0.00042900373,0.00046744815,0.00046448444],"domain_scores_gemma":[0.99616724,0.00047306743,0.00013961524,0.0023259458,0.00031900633,0.0005750968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036467114,0.00029113397,0.0005255098,0.0005234105,0.0003123809,0.000022289712,0.0006409477,0.000116119205,0.00029680127],"category_scores_gemma":[0.00073923304,0.00024521144,0.00012781909,0.0012790352,0.000710397,0.00018696219,0.0003345107,0.0005695614,0.00009217884],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005378761,0.021380384,0.71228266,0.00044214536,0.042418316,0.00062050583,0.0012961958,0.000016986049,0.0108686965,0.017169874,0.14825997,0.039865505],"study_design_scores_gemma":[0.025490174,0.0013589096,0.92896557,0.004794299,0.011068618,0.00003127885,0.0025040344,0.005695095,0.0021034887,0.0045131263,0.012710574,0.0007648532],"about_ca_topic_score_codex":0.0005760821,"about_ca_topic_score_gemma":0.000032949843,"teacher_disagreement_score":0.76467806,"about_ca_system_score_codex":0.00025059367,"about_ca_system_score_gemma":0.0005642142,"threshold_uncertainty_score":0.9999432},"labels":[],"label_agreement":null},{"id":"W4416670383","doi":"10.1038/s43856-025-01203-z","title":"First imported cases of MPXV Clade Ib from Goma, Democratic Republic of the Congo","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Vlaamse regering; Fonds Wetenschappelijk Onderzoek; International Development Research Centre; National Institutes of Health; Government of Canada; U.S. Department of Agriculture; Institut de Recherche pour le Développement; U.S. Department of Defense; World Health Organization; Wellcome Trust; Australian Government","keywords":"Clade; Outbreak; Transmission (telecommunications); Democracy","score_opus":0.043288448897974244,"score_gpt":0.327361365764078,"score_spread":0.28407291686610375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416670383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7903985,0.10254248,0.00031132315,0.068268284,0.0006973443,0.0010118154,0.00033990404,0.000087027445,0.036343332],"genre_scores_gemma":[0.9953121,0.0014019042,0.000098157645,0.00035555882,0.000008728003,0.000027928183,0.00020100415,0.000005154001,0.002589479],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.998811,0.00038025793,0.00048054446,0.000118531316,0.000048198355,0.00016146604],"domain_scores_gemma":[0.9953454,0.0018585286,0.00020804914,0.0023798717,0.00018818487,0.000019933499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027516118,0.00009141329,0.00031640573,0.00012981537,0.00025593038,0.0000022449544,0.0013853414,0.00011908331,0.0004868769],"category_scores_gemma":[0.0023013484,0.000058373487,0.000066427965,0.00045838548,0.001758,0.000034763605,0.00053178665,0.00033689153,0.000014739996],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031698297,0.0009989924,0.06350453,0.00019946227,0.0019107615,0.0000057113425,0.0029971483,0.000004233347,0.56846076,0.028114708,0.30843532,0.025051378],"study_design_scores_gemma":[0.0055030687,0.0004223505,0.5011775,0.0015410226,0.000490354,0.00006175443,0.0023039177,0.00021554316,0.07420887,0.0090489015,0.40479076,0.00023596644],"about_ca_topic_score_codex":0.003320114,"about_ca_topic_score_gemma":0.0016099465,"teacher_disagreement_score":0.4942519,"about_ca_system_score_codex":0.000026785887,"about_ca_system_score_gemma":0.00018982256,"threshold_uncertainty_score":0.6477424},"labels":[],"label_agreement":null},{"id":"W4416742823","doi":"10.1038/s43856-025-01204-y","title":"Segmentation-free pretherapeutic assessment of BRAF-status in pediatric low-grade gliomas","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Princess Margaret Cancer Centre; Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Glioblastoma; Medical imaging; Fluid-attenuated inversion recovery; Karnofsky Performance Status; Astrocytoma; Glioma","score_opus":0.03742368459669138,"score_gpt":0.38942878729716995,"score_spread":0.3520051027004786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416742823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8425787,0.037110582,0.0005686932,0.06561766,0.00034761315,0.0024759185,0.000032721793,0.00011702305,0.051151056],"genre_scores_gemma":[0.9827528,0.0101472745,0.005797592,0.0006820074,0.000030996533,0.00025897555,0.0001705561,0.000013510641,0.00014630609],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985623,0.00015024868,0.00060399633,0.00019632852,0.00027508856,0.00021203289],"domain_scores_gemma":[0.99672925,0.00063431566,0.00016392127,0.0022276505,0.00015197681,0.00009285599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003125858,0.00015306853,0.00041209266,0.000747286,0.00008126262,0.0000059120966,0.0004643465,0.000070834394,0.00011716415],"category_scores_gemma":[0.00021250712,0.00012504314,0.00006623139,0.001435346,0.00022282574,0.000052973686,0.00021155798,0.00021626617,0.000005162471],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003303667,0.0026869064,0.9656608,0.00034345055,0.00019041299,0.000013395314,0.000936867,0.000021900218,0.004526601,0.010673613,0.0027013642,0.012211618],"study_design_scores_gemma":[0.010375543,0.00043199302,0.9805344,0.0005535356,0.0006393204,0.0000084682515,0.0006631072,0.0010050536,0.0012466811,0.001279148,0.0031523835,0.00011039257],"about_ca_topic_score_codex":0.00023768989,"about_ca_topic_score_gemma":0.00020583729,"teacher_disagreement_score":0.14017405,"about_ca_system_score_codex":0.0002369756,"about_ca_system_score_gemma":0.0002853816,"threshold_uncertainty_score":0.5099111},"labels":[],"label_agreement":null},{"id":"W4416920090","doi":"10.1038/s43856-025-01260-4","title":"The effect of clinically relevant changes in extracellular electrolyte concentrations on human atrial arrhythmias","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Engineering and Physical Sciences Research Council; Research Councils UK; National Heart, Lung, and Blood Institute; National Institute for Health and Care Research; Wellcome Trust","keywords":"Extracellular; Electrolyte; Atrial fibrillation; Cardiac arrhythmia","score_opus":0.08085520590412033,"score_gpt":0.42211472529036764,"score_spread":0.3412595193862473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416920090","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41961864,0.023947151,0.00079197536,0.49692667,0.0009584237,0.004950713,0.0000057107877,0.00020387345,0.05259683],"genre_scores_gemma":[0.9913003,0.0034293921,0.00015534509,0.00023765398,0.00036508733,0.000019109748,0.00006791319,0.000010121435,0.0044150646],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982281,0.00041071026,0.00080257974,0.00015803166,0.0002240649,0.00017653297],"domain_scores_gemma":[0.99422216,0.0038933647,0.00025345455,0.0014982414,0.000087046596,0.00004573119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019088873,0.00013123617,0.00044432213,0.00021426199,0.00029101825,0.000008796504,0.0003745528,0.000079582955,0.000037788788],"category_scores_gemma":[0.0024919582,0.00008102015,0.0001278573,0.0005657248,0.00044589068,0.000023391547,0.000110245506,0.00032083353,0.000008749319],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004394302,0.00007691545,0.44209895,0.00029158374,0.0007566725,0.000014311741,0.0008432894,0.00010827484,0.03581005,0.41731852,0.008910533,0.08937659],"study_design_scores_gemma":[0.03454582,0.010693719,0.15002826,0.0030015362,0.002045589,0.000011140204,0.0008139111,0.004647098,0.006195846,0.0056105037,0.78194904,0.00045753742],"about_ca_topic_score_codex":0.00003012844,"about_ca_topic_score_gemma":0.00017649417,"teacher_disagreement_score":0.7730385,"about_ca_system_score_codex":0.00007015783,"about_ca_system_score_gemma":0.000057431,"threshold_uncertainty_score":0.3303906},"labels":[],"label_agreement":null},{"id":"W4417034006","doi":"10.1038/s43856-025-01170-5","title":"Integrating individualized connectome with amyloid pathology improves predictive modeling of future cognitive decline","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Institutes of Health; Genentech; IXICO; H. Lundbeck A/S; Servier; Eisai; Northern California Institute for Research and Education; Pfizer; Novartis Pharmaceuticals Corporation; University of Southern California; Biogen; Eli Lilly and Company; Bristol-Myers Squibb; BioClinica; U.S. Department of Defense; Alzheimer's Disease Neuroimaging Initiative; Meso Scale Diagnostics; National Institute on Aging; Alzheimer's Association","keywords":"Cognitive decline; Connectome; Cognition; Amyloid (mycology); Neuroimaging; Disease","score_opus":0.045245854149970025,"score_gpt":0.3326177739974708,"score_spread":0.28737191984750077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417034006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.703144,0.0060960203,0.12446133,0.11309075,0.00077013276,0.001850687,0.00020557112,0.00038796128,0.049993537],"genre_scores_gemma":[0.99233663,0.00062662904,0.0025844052,0.004043837,0.000079386955,0.00017324403,0.000038601866,0.000014650421,0.000102593156],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982972,0.0004497252,0.0004352447,0.00037472407,0.00025535972,0.00018775258],"domain_scores_gemma":[0.9872305,0.011094591,0.00023567963,0.00090301933,0.00049349957,0.000042749678],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005559424,0.00019077421,0.00043769114,0.00031677392,0.00042319222,0.000009435566,0.00071146607,0.0000802837,0.000016293576],"category_scores_gemma":[0.017966349,0.00013915593,0.000041993848,0.0009561988,0.0012703468,0.00013378671,0.0006816596,0.0004598881,0.000002312905],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038864375,0.002368185,0.03061855,0.0006165842,0.0011853353,0.000039986797,0.04450401,0.0018033474,0.48265523,0.3591197,0.0024878439,0.07071477],"study_design_scores_gemma":[0.031520046,0.0076989215,0.04375782,0.007937059,0.0019916038,0.0002889025,0.1608184,0.60740894,0.06645461,0.057321608,0.012970052,0.0018320162],"about_ca_topic_score_codex":0.00005811252,"about_ca_topic_score_gemma":0.00017235817,"teacher_disagreement_score":0.6056056,"about_ca_system_score_codex":0.00005040893,"about_ca_system_score_gemma":0.0001420411,"threshold_uncertainty_score":0.9903057},"labels":[],"label_agreement":null},{"id":"W4417273442","doi":"10.1038/s43856-025-01252-4","title":"Clinical recognition of frontotemporal dementia with right temporal predominance: a consensus statement from the International Working Group","year":2025,"lang":"en","type":"review","venue":"Communications Medicine","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; University of Toronto; Centre for Interdisciplinary Research in Rehabilitation; McGill University Health Centre; Douglas Mental Health University Institute","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health; National Health and Medical Research Council; NIHR Cambridge Biomedical Research Centre; University College London Hospitals NHS Foundation Trust; KU Leuven; National Institute of Neurological Disorders and Stroke; National Institute for Health and Care Research; Fondation Vaincre Alzheimer; Wellcome Trust; Alzheimer's Society; Australian Government; Medical Research Council; National Institute on Aging; Alzheimer's Association","keywords":"Frontotemporal dementia; Socioemotional selectivity theory; Dementia; Semantic dementia; MEDLINE; Social cognition; Comprehension; Focus group","score_opus":0.15595847287716458,"score_gpt":0.45104466441272406,"score_spread":0.2950861915355595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417273442","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000111093024,0.9788834,0.0006789118,0.0045956285,0.00039204277,0.00277485,0.0002268854,0.000042350497,0.012294838],"genre_scores_gemma":[0.0028749183,0.9806836,0.0069728903,0.00031121806,0.00032466365,0.0005779701,0.007365009,0.00003494506,0.000854773],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953333,0.0010566942,0.0020210824,0.0004961388,0.0008129864,0.00027978863],"domain_scores_gemma":[0.9930786,0.0029204604,0.0011741205,0.002114737,0.0005749694,0.00013714591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024117318,0.0003860108,0.0016746364,0.00027016504,0.00021725257,0.000028686254,0.0013909661,0.00020128372,0.00075490185],"category_scores_gemma":[0.0006797442,0.00021809616,0.00033980832,0.00055391825,0.0013088344,0.000047013928,0.000692964,0.0010205178,0.000025344261],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026099893,0.0007387465,0.025120266,0.0017868677,0.002553284,0.00002904457,0.00011043036,1.42898715e-8,7.913855e-7,0.000112147165,0.017495671,0.95179176],"study_design_scores_gemma":[0.003256411,0.000575534,0.0031396784,0.0685824,0.005770746,0.000024965573,0.00035890832,0.000024362562,8.991822e-7,0.00018854607,0.9178937,0.00018382988],"about_ca_topic_score_codex":0.0004561042,"about_ca_topic_score_gemma":0.00039362547,"teacher_disagreement_score":0.9516079,"about_ca_system_score_codex":0.00016879439,"about_ca_system_score_gemma":0.0009451898,"threshold_uncertainty_score":0.8893703},"labels":[],"label_agreement":null},{"id":"W4417501608","doi":"10.1038/s43856-025-01283-x","title":"Simulated patient systems powered by large language model-based AI agents offer potential for transforming medical education","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Artificial Intelligence in Medicine (Canada)","funders":"National Cancer Institute; National Institutes of Health; Natural Science Foundation of Shandong Province; National Natural Science Foundation of China","keywords":"Simulated patient; Medical simulation; Medical services; Expert system; Variety (cybernetics); Action (physics); Natural language","score_opus":0.0729634195408243,"score_gpt":0.4628510244382747,"score_spread":0.3898876048974504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417501608","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2220827,0.026281748,0.49104193,0.24494885,0.003209833,0.006229648,0.0001323647,0.0003518212,0.005721091],"genre_scores_gemma":[0.9835872,0.00037404633,0.0005372095,0.011799414,0.00012364006,0.000303686,0.0021336363,0.000024442083,0.0011166921],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981407,0.00012585681,0.0008031524,0.0002509238,0.00037654163,0.00030280428],"domain_scores_gemma":[0.99750113,0.00028454544,0.00012763994,0.0011897361,0.0006402126,0.0002567268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059940247,0.00017021339,0.00034457675,0.0002744796,0.0003775009,0.00001646256,0.00038604526,0.0002302913,0.00014862188],"category_scores_gemma":[0.0010920224,0.0001478409,0.000085384796,0.00042293422,0.00016971224,0.00007909459,0.00004247187,0.00034776842,0.000010404427],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011674172,0.0087301945,0.00333819,0.0027408348,0.00044381383,0.0000061129585,0.022140313,0.0036113132,0.007750941,0.01588776,0.4606256,0.47355753],"study_design_scores_gemma":[0.00074688805,0.00025931597,0.00006799597,0.0016094525,0.00025273836,0.0000056285976,0.006619473,0.93209815,0.0011953107,0.00042174757,0.05656809,0.00015523494],"about_ca_topic_score_codex":0.0007217508,"about_ca_topic_score_gemma":0.00007074662,"teacher_disagreement_score":0.9284868,"about_ca_system_score_codex":0.00023678037,"about_ca_system_score_gemma":0.0017160883,"threshold_uncertainty_score":0.6028777},"labels":[],"label_agreement":null},{"id":"W7117546514","doi":"10.1038/s43856-025-01345-0","title":"Author Correction: Impact of commonly administered drugs on the progression of spinal cord injury: a systematic review","year":2025,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Collaboration On Repair Discoveries; University of British Columbia","funders":"","keywords":"Spinal cord; Drug; MEDLINE; Clinical trial","score_opus":0.14196330352611458,"score_gpt":0.5389162088675397,"score_spread":0.3969529053414251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117546514","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13278924,0.2985186,0.0005873805,0.40823248,0.001393761,0.02787969,0.000088464105,0.00032400625,0.1301864],"genre_scores_gemma":[0.99252015,0.0038246654,0.00024165589,0.000824352,0.000026041951,0.00037757625,0.000043171684,0.000015876714,0.0021265096],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9971653,0.00078367523,0.0010963742,0.00017205601,0.00060397823,0.00017861724],"domain_scores_gemma":[0.9933854,0.0010635179,0.00058058166,0.0040267133,0.0008368418,0.00010698845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002189206,0.00018635891,0.0010754395,0.00033949935,0.0001749646,0.000005389682,0.0010958865,0.000071949515,0.00017046537],"category_scores_gemma":[0.0050694733,0.000098723845,0.0002136192,0.0015709843,0.00084000087,0.00003527837,0.00032451164,0.00058211474,0.00001499638],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.031304393,0.0038045843,0.0063641057,0.4726127,0.0020139064,0.000010070836,0.0008789737,3.4700068e-7,0.008014274,0.025222922,0.36566898,0.0841047],"study_design_scores_gemma":[0.0012680689,0.044488575,0.01018059,0.93615746,0.0017937011,0.00006740394,0.0014450235,0.0006217954,0.0010794194,0.0001771158,0.0025641758,0.00015669092],"about_ca_topic_score_codex":0.00008980127,"about_ca_topic_score_gemma":0.0000052305636,"teacher_disagreement_score":0.8597309,"about_ca_system_score_codex":0.00015732492,"about_ca_system_score_gemma":0.0004811116,"threshold_uncertainty_score":0.6069},"labels":[],"label_agreement":null}]}