{"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":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09280151,0.00028986743,0.89696705,0.0013652671,0.00014820138,0.00021290623,0.0010385063,0.003916754,0.0032599422],"genre_scores_gemma":[0.8303912,0.0001811426,0.16152124,0.00061620004,0.00007125915,0.00026466267,0.002264597,0.00014061478,0.0045490027],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99963856,0.00007908469,0.00002485799,0.00014495687,0.000066559856,0.000045818877],"domain_scores_gemma":[0.9988281,0.000678115,0.00009734956,0.00010448038,0.00023335003,0.000058542493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009626536,0.0010519265,0.0003797654,0.00083571917,0.00024454994,0.0007987326,0.0013597606,0.0011278823,0.0021282325],"category_scores_gemma":[0.0036096605,0.00034327543,0.0010188697,0.00045085227,0.000708553,0.0013578417,0.0010077937,0.0015841774,0.0008360788],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006669816,0.0005758875,0.009202477,0.00027928755,0.0001845684,0.00046996097,0.00037204387,0.5170787,0.017959924,0.015741069,0.011940431,0.4255287],"study_design_scores_gemma":[0.000011995373,0.00003554305,0.00015863191,0.000008449592,0.000013117247,0.000037145142,0.000013613243,0.9918588,0.0024423522,0.004974655,0.0004407699,0.0000048718894],"about_ca_topic_score_codex":0.002950128,"about_ca_topic_score_gemma":0.0037603031,"teacher_disagreement_score":0.002950128,"about_ca_system_score_codex":0.0011318286,"about_ca_system_score_gemma":0.0012408686,"threshold_uncertainty_score":0.00821203},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961294,0.00015486032,0.0019806654,0.000100303856,0.000013278151,0.000011106325,0.0011496407,0.0000314416,0.00042925557],"genre_scores_gemma":[0.99772555,0.00005898729,0.0007200818,0.000030302843,0.000015188118,0.00001434198,0.0011550457,0.000017270702,0.0002630394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99987376,0.00001999663,0.0000066293737,0.000058626865,0.000014115996,0.000026913463],"domain_scores_gemma":[0.9994691,0.0001268536,0.00017758002,0.000083648556,0.00004654864,0.00009631949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039069974,0.00030731678,0.000265599,0.0006426635,0.00022945332,0.0004067619,0.00022194903,0.00038687504,0.0015015147],"category_scores_gemma":[0.0014904935,0.00010726321,0.00035770683,0.0004168619,0.00028806736,0.00023066238,0.00035084473,0.00042585153,0.00018229254],"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":[0.0012143361,0.0001631332,0.914081,0.000087376386,0.0010930995,0.0006427005,0.0004243357,0.0023294562,0.056338027,0.0004893016,0.0024228366,0.020714372],"study_design_scores_gemma":[0.000006461434,0.0000688434,0.9955564,0.000006095503,0.00006925972,0.0002443885,0.00007243026,0.0025586952,0.00080966635,0.00036499725,0.00023407191,0.000008768011],"about_ca_topic_score_codex":0.0031442672,"about_ca_topic_score_gemma":0.0074629425,"teacher_disagreement_score":0.0031442672,"about_ca_system_score_codex":0.00014677712,"about_ca_system_score_gemma":0.00020590943,"threshold_uncertainty_score":0.006251931},"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":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07775507,0.00042963037,0.9127832,0.00034106223,0.00008726107,0.00012927713,0.0006561492,0.0060071717,0.001811147],"genre_scores_gemma":[0.66232395,0.00033105485,0.33098552,0.0005250832,0.00006637851,0.0001739254,0.0015484175,0.00018769232,0.003857883],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997718,0.00003075655,0.0000131423185,0.00007353036,0.00007456062,0.000036279565],"domain_scores_gemma":[0.9995023,0.00017664372,0.00006362366,0.000055635443,0.00016048661,0.00004125424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046493334,0.00046292163,0.00035827214,0.0010419441,0.00019999154,0.00065742526,0.0009643271,0.00065109815,0.0019517323],"category_scores_gemma":[0.0014102417,0.00024341102,0.0004393231,0.00045847218,0.00024448676,0.00049984106,0.0006896996,0.0006817056,0.0009168678],"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":[0.0003500457,0.00035836097,0.012264217,0.0001556163,0.000098038196,0.00023839364,0.00013091502,0.12045939,0.06860132,0.001824495,0.007814048,0.7877052],"study_design_scores_gemma":[0.000011518026,0.000053564847,0.0020627074,0.000012218876,0.000011138993,0.00011480494,0.000014854617,0.97770005,0.0165567,0.0022559173,0.001194017,0.000012500339],"about_ca_topic_score_codex":0.004341586,"about_ca_topic_score_gemma":0.0057324884,"teacher_disagreement_score":0.004341586,"about_ca_system_score_codex":0.0007261155,"about_ca_system_score_gemma":0.0007363556,"threshold_uncertainty_score":0.0086326},"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":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011854122,0.9022934,0.034886595,0.023540175,0.0035595994,0.00007983848,0.00023163736,0.00040301916,0.02315162],"genre_scores_gemma":[0.0796503,0.8792859,0.021548592,0.006438408,0.0031628592,0.00010249369,0.0002919172,0.00009801061,0.009421541],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932826,0.00018463642,0.000052788353,0.00009830377,0.00024490766,0.000091125235],"domain_scores_gemma":[0.99920875,0.00035628915,0.000072603136,0.000067360896,0.00018696625,0.00010795245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023292324,0.00045273645,0.00060850085,0.000909802,0.00037376926,0.0018778068,0.0006815003,0.0011815386,0.0034637328],"category_scores_gemma":[0.0016872317,0.0003192824,0.00046889717,0.0006041903,0.0011775218,0.002215579,0.001151103,0.0037043465,0.0015613128],"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":[0.00042174602,0.000452981,0.00085798855,0.0032502045,0.00010459206,0.00043232634,0.00032113568,0.0036501233,0.06119194,0.13348778,0.040464923,0.75536424],"study_design_scores_gemma":[0.00006132815,0.0004660759,0.0008102642,0.00067243836,0.00005646706,0.0012572415,0.00008975067,0.0022274503,0.0263705,0.025830535,0.9421151,0.000042809173],"about_ca_topic_score_codex":0.0009293836,"about_ca_topic_score_gemma":0.0010470942,"teacher_disagreement_score":0.0034637328,"about_ca_system_score_codex":0.0014204545,"about_ca_system_score_gemma":0.0015199807,"threshold_uncertainty_score":0.012318313},"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":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43426555,0.0015624019,0.545903,0.004922279,0.00016419179,0.00025856058,0.00323426,0.0060090343,0.0036807007],"genre_scores_gemma":[0.9331284,0.00011946279,0.063589506,0.00041581612,0.000086042295,0.00011626931,0.0014362561,0.00007465461,0.001033604],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99797386,0.0011625537,0.00010209601,0.00044527324,0.0001787739,0.00013740668],"domain_scores_gemma":[0.9883273,0.009421007,0.00084644405,0.0005381619,0.0005929595,0.00027415462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037517103,0.0009630669,0.0011931077,0.0010249648,0.000321519,0.0010770741,0.0011170928,0.0011849847,0.0024935482],"category_scores_gemma":[0.012328666,0.0005992451,0.00077962526,0.0006816659,0.0005090032,0.00080539717,0.0007892091,0.0013939238,0.00058924925],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003369213,0.00024857736,0.016478078,0.000064554355,0.00010855285,0.000090248475,0.000039339167,0.92150736,0.00065872347,0.0012509557,0.0030037358,0.056212932],"study_design_scores_gemma":[0.000013156101,0.000028361512,0.00035453905,0.000003645132,0.000005212509,0.0000072663065,0.000004095077,0.99791425,0.00019793042,0.0013257465,0.0001426647,0.0000030986678],"about_ca_topic_score_codex":0.008777175,"about_ca_topic_score_gemma":0.007863802,"teacher_disagreement_score":0.008777175,"about_ca_system_score_codex":0.0014503925,"about_ca_system_score_gemma":0.0018455636,"threshold_uncertainty_score":0.019841194},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54886097,0.005860373,0.0017816526,0.22975951,0.0012863565,0.0003088516,0.0004321916,0.00015291029,0.21155724],"genre_scores_gemma":[0.94787914,0.0047019073,0.0024120025,0.015577856,0.00010505239,0.00006590966,0.00023027035,0.000065716726,0.028962137],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99195296,0.0015851427,0.00016824868,0.00037373946,0.0024050605,0.0035148284],"domain_scores_gemma":[0.97954327,0.0018564288,0.00052027556,0.00012827732,0.0042603537,0.013691301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052768597,0.0003732184,0.00035187727,0.0020444081,0.026921524,0.0101105105,0.0020524461,0.0020959985,0.0069129528],"category_scores_gemma":[0.009869104,0.00052966573,0.00049137446,0.0037053914,0.0065681655,0.0016778271,0.005076919,0.004219499,0.00067706744],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0003362524,0.001389674,0.110280246,0.0006704933,0.000095885356,0.0032320027,0.3486892,0.0019152069,0.002186707,0.07449127,0.22192952,0.2347835],"study_design_scores_gemma":[0.00011644936,0.0002576383,0.11302713,0.0008508453,0.00006649667,0.0005045197,0.3768267,0.0016715308,0.0010144672,0.006851427,0.49861884,0.00019388497],"about_ca_topic_score_codex":0.985688,"about_ca_topic_score_gemma":0.9949529,"teacher_disagreement_score":0.83639985,"about_ca_system_score_codex":0.16360015,"about_ca_system_score_gemma":0.31568375,"threshold_uncertainty_score":0.9701053},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94849455,0.0027999298,0.0043129483,0.007033031,0.00015265433,0.000103746504,0.023199879,0.00006685199,0.013836463],"genre_scores_gemma":[0.98766464,0.0007895783,0.0014897219,0.0010391145,0.00006879285,0.00009527288,0.00832473,0.000022932272,0.0005051701],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947299,0.0016282153,0.0010672478,0.0007507576,0.0013656139,0.0004582606],"domain_scores_gemma":[0.9880063,0.004703812,0.004046132,0.0011636256,0.0016735815,0.00040663593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003899239,0.0001255969,0.00033463284,0.0012062553,0.0005248917,0.0010003161,0.00057548727,0.00029678782,0.0030214537],"category_scores_gemma":[0.02667544,0.00013925871,0.00034314345,0.0029035388,0.00018475039,0.0007693901,0.0011964673,0.00048407304,0.00024435812],"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":[0.00031937828,0.00013891581,0.9334395,0.00029452096,0.00043912462,0.00015803588,0.0010381255,0.000545802,0.00053376035,0.00511757,0.0107924,0.047182873],"study_design_scores_gemma":[0.000037935497,0.000045417702,0.97689044,0.00047071115,0.00019395865,0.0003937658,0.0012997644,0.002187874,0.0009273662,0.0030888587,0.01442304,0.000040945128],"about_ca_topic_score_codex":0.017923722,"about_ca_topic_score_gemma":0.022281162,"teacher_disagreement_score":0.017923722,"about_ca_system_score_codex":0.0005714638,"about_ca_system_score_gemma":0.0012349719,"threshold_uncertainty_score":0.03563875},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99751294,0.0013884216,0.000107339365,0.000021584228,0.0000113294755,0.000024311328,0.000282978,0.0000060067364,0.0006452107],"genre_scores_gemma":[0.9985734,0.00035470826,0.00010425014,0.000027847624,0.000017035969,0.000025933037,0.00024933033,0.0000020261016,0.0006454714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999869,0.00002732702,0.000006935489,0.00003061555,0.000031653195,0.000034472385],"domain_scores_gemma":[0.9996227,0.000070582995,0.00012638244,0.000023627781,0.000046930963,0.00010965772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002340162,0.00019288828,0.00022520173,0.00036967843,0.00016449964,0.00046300393,0.0001023868,0.00031826433,0.003908126],"category_scores_gemma":[0.00057218655,0.00008578613,0.00014968702,0.00023723775,0.00014795411,0.00022613727,0.0001648726,0.00043640868,0.00030670592],"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":[0.0081118895,0.00082088483,0.80232507,0.00039286376,0.00016293979,0.0008881584,0.00062986853,0.00014543934,0.1445731,0.00011384407,0.0005087476,0.04132713],"study_design_scores_gemma":[0.000012361878,0.0016693344,0.98769265,0.000026752507,0.00003869527,0.00052797055,0.00022892532,0.00008409893,0.009070912,0.00003902331,0.000602548,0.0000067719675],"about_ca_topic_score_codex":0.00032048338,"about_ca_topic_score_gemma":0.0003634298,"teacher_disagreement_score":0.003908126,"about_ca_system_score_codex":0.00017033174,"about_ca_system_score_gemma":0.00014641718,"threshold_uncertainty_score":0},"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":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41445443,0.00047936803,0.58017874,0.0013045078,0.00009411383,0.0001076338,0.00092942576,0.0009248819,0.0015268879],"genre_scores_gemma":[0.9737268,0.000072845825,0.024751822,0.00012544161,0.00005910069,0.000079305624,0.00047782503,0.000021791147,0.0006850849],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995339,0.00022181505,0.00002066884,0.00011729925,0.000059804934,0.000046559027],"domain_scores_gemma":[0.99763036,0.0017056148,0.00023705953,0.00011354028,0.00022603321,0.00008734175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022362173,0.00073738606,0.00064335595,0.0010334295,0.00027343683,0.0008384726,0.0008374833,0.0005662795,0.0009274871],"category_scores_gemma":[0.0043607564,0.0002684396,0.0008231422,0.00043352696,0.0004816896,0.0003384944,0.00063814747,0.0008911815,0.0001911845],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017124641,0.000087302855,0.01662514,0.000020252068,0.00014296675,0.00011268346,0.000032508407,0.95444626,0.0008142835,0.001550689,0.0008596169,0.025137058],"study_design_scores_gemma":[0.0000033237386,0.000012902622,0.00051083986,0.0000019498373,0.000005738306,0.0000068241234,0.0000020360474,0.9987968,0.00006204633,0.0005611789,0.00003410064,0.000002172199],"about_ca_topic_score_codex":0.008321813,"about_ca_topic_score_gemma":0.0053047575,"teacher_disagreement_score":0.008321813,"about_ca_system_score_codex":0.00056123745,"about_ca_system_score_gemma":0.00081757904,"threshold_uncertainty_score":0.016546786},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988625,0.00038891117,0.00012450892,0.000041956468,0.000010222897,0.0000048462557,0.00023181095,0.0000034810228,0.00033188827],"genre_scores_gemma":[0.9994561,0.0001066283,0.000114804534,0.000015453348,0.00001548155,0.0000043805326,0.0001919745,0.0000014937692,0.000093640345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996476,0.00012292038,0.000053195174,0.00009049443,0.00004325649,0.000042591015],"domain_scores_gemma":[0.99788874,0.0004349382,0.0010711465,0.00012915261,0.00014984795,0.00032623787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005663902,0.00033131876,0.0002938134,0.0005764826,0.00023598051,0.0007078882,0.00023849987,0.00044433653,0.0018458378],"category_scores_gemma":[0.002460665,0.0002962069,0.00045404123,0.0006952672,0.00021156961,0.00024647644,0.0004004849,0.0006644543,0.00020572379],"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":[0.00010456578,0.000013530416,0.9991431,0.0000042141096,0.000064099986,0.000030121922,0.000013100454,0.000021031157,0.00013833347,0.000007510979,0.000026245838,0.00043405345],"study_design_scores_gemma":[0.000003898345,0.000040137707,0.9995152,0.000004079345,0.00003786166,0.00013671865,0.00003175657,0.00014433413,0.000037710204,0.000014439312,0.000032544147,0.0000013608915],"about_ca_topic_score_codex":0.0018320689,"about_ca_topic_score_gemma":0.0017326765,"teacher_disagreement_score":0.0018458378,"about_ca_system_score_codex":0.000106933956,"about_ca_system_score_gemma":0.0001424741,"threshold_uncertainty_score":0.006174922},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9555897,0.0017809061,0.03966684,0.00011078976,0.000031265397,0.000121446894,0.00071658316,0.0002115576,0.0017710014],"genre_scores_gemma":[0.9874149,0.00025177392,0.011007023,0.000031952735,0.000011026458,0.00007068683,0.00084422866,0.000030721407,0.00033762655],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9951675,0.0018993309,0.00027310904,0.0010036107,0.0012735687,0.00038298737],"domain_scores_gemma":[0.963852,0.029482847,0.003233841,0.00081897713,0.0023463329,0.00026596105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009402063,0.0012928089,0.0011329083,0.0017773828,0.00020463564,0.0013947184,0.0010349897,0.00082077796,0.0012720004],"category_scores_gemma":[0.017467214,0.00049026747,0.0022375656,0.0011337552,0.0005343721,0.0009623271,0.00051492837,0.00064617407,0.00030273924],"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":[0.006576979,0.0016479174,0.38096297,0.0015566425,0.0029018521,0.0007692403,0.0003945521,0.40563193,0.10237879,0.0031736053,0.000900895,0.09310459],"study_design_scores_gemma":[0.000107732536,0.008127194,0.2236799,0.00006353886,0.0013491955,0.00093214243,0.00035461565,0.68758404,0.07415171,0.0019009394,0.0016249839,0.00012403628],"about_ca_topic_score_codex":0.002539764,"about_ca_topic_score_gemma":0.0014214565,"teacher_disagreement_score":0.009402063,"about_ca_system_score_codex":0.0016201757,"about_ca_system_score_gemma":0.0008985753,"threshold_uncertainty_score":0.049723446},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007123963,0.998946,0.000052321127,0.00037023335,0.00012635255,0.0000063133566,0.000015576552,0.0000027754897,0.00040918027],"genre_scores_gemma":[0.0012667682,0.9978016,0.00022052106,0.00032600816,0.00019025303,0.000017910384,0.000030749467,0.0000012665765,0.00014487359],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990029,0.00037497972,0.00021324438,0.00012097493,0.00023744907,0.00005038625],"domain_scores_gemma":[0.99785393,0.0014879055,0.00024783873,0.000029697296,0.0003123664,0.00006824724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020972914,0.0007604347,0.0022027127,0.0028053522,0.0002886293,0.0016737323,0.0012430216,0.001967724,0.0042221826],"category_scores_gemma":[0.0056157345,0.00040241578,0.0014655894,0.0017582295,0.0005076266,0.0017986626,0.0010222348,0.00224379,0.0017869413],"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":[0.00009891743,0.000053799762,0.00067565957,0.050473265,0.00041502682,0.00010242753,0.00014709236,0.00019998799,0.00020935987,0.0029345367,0.014839314,0.9298507],"study_design_scores_gemma":[0.00013349879,0.0002864331,0.0064031533,0.12475653,0.0016704762,0.0016425512,0.00039020283,0.00032930728,0.00040183717,0.0055406564,0.8583641,0.00008118321],"about_ca_topic_score_codex":0.0023765517,"about_ca_topic_score_gemma":0.004008802,"teacher_disagreement_score":0.0042221826,"about_ca_system_score_codex":0.0008838481,"about_ca_system_score_gemma":0.0020376162,"threshold_uncertainty_score":0.014124632},"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":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14387709,0.007801641,0.77988374,0.0018435706,0.0024592816,0.05520511,0.0023380627,0.001985617,0.004605857],"genre_scores_gemma":[0.58586895,0.0006714275,0.34413385,0.0013492968,0.00046882828,0.06468335,0.001778943,0.00015174181,0.00089361554],"study_design_codex":"randomized_trial","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.59852403,0.37189636,0.009918128,0.011689897,0.0069072763,0.0010643759],"domain_scores_gemma":[0.67012876,0.252312,0.025523689,0.042268746,0.007642053,0.0021248553],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.33155936,0.0026453151,0.0044190497,0.00259498,0.0010946196,0.0037752197,0.0027278662,0.003757332,0.008370196],"category_scores_gemma":[0.2950913,0.0017777594,0.008179067,0.0015629408,0.00528066,0.0039484063,0.003819547,0.004622332,0.0006903227],"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":[0.44154295,0.004915863,0.026526337,0.0131880455,0.045936495,0.00049259426,0.0017001554,0.08375324,0.0062382272,0.08976265,0.008205972,0.27773753],"study_design_scores_gemma":[0.2998785,0.083558224,0.017353186,0.0028423916,0.032904048,0.000458038,0.0002381908,0.32945484,0.008244504,0.18049558,0.043909546,0.00066295837],"about_ca_topic_score_codex":0.0005447758,"about_ca_topic_score_gemma":0.0007766263,"teacher_disagreement_score":0.66844064,"about_ca_system_score_codex":0.001873942,"about_ca_system_score_gemma":0.002575347,"threshold_uncertainty_score":0.8243063},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79254645,0.0034067559,0.18507235,0.0009154388,0.00036986015,0.00041511707,0.009616022,0.0033693933,0.0042885547],"genre_scores_gemma":[0.91212744,0.0003235805,0.07832684,0.00025815069,0.000087160384,0.00038526914,0.007262577,0.00004123153,0.0011877343],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993254,0.000102746046,0.000059987276,0.00022872032,0.00018955507,0.00009361007],"domain_scores_gemma":[0.99895406,0.0005193372,0.00012418482,0.000055798395,0.0002882536,0.000058247904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010099828,0.0006320698,0.00091831345,0.0020031885,0.00040502936,0.00088684325,0.0006249865,0.00085906597,0.0016464705],"category_scores_gemma":[0.0022031802,0.0001414823,0.00062156457,0.0009384937,0.00024188112,0.00032015998,0.00035480622,0.000535062,0.0010158829],"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":[0.0022890808,0.001605655,0.2764442,0.00083199167,0.0005199336,0.0009578362,0.00019404611,0.031408392,0.19550917,0.0014797525,0.015891312,0.47286874],"study_design_scores_gemma":[0.00014121084,0.0008840166,0.118797876,0.00012652577,0.00029878272,0.0011577449,0.00024317786,0.80710673,0.061544072,0.0035533563,0.0060726637,0.000073872245],"about_ca_topic_score_codex":0.0009813397,"about_ca_topic_score_gemma":0.0007970918,"teacher_disagreement_score":0.0020031885,"about_ca_system_score_codex":0.0005553206,"about_ca_system_score_gemma":0.00056953315,"threshold_uncertainty_score":0.005507946},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99503255,0.0022043043,0.0006814445,0.00007862261,0.000016660437,0.000011285839,0.0014436811,0.000038615548,0.00049280626],"genre_scores_gemma":[0.9952395,0.0008919017,0.0008193938,0.000052440177,0.000015694379,0.000019593275,0.0022818784,0.000008831735,0.0006707498],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99991274,0.000006928388,0.000005941007,0.000028823993,0.000025834534,0.000019660756],"domain_scores_gemma":[0.9998934,0.000011111153,0.000044733984,0.000007364609,0.000023673838,0.000019670146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014712155,0.00019105912,0.00025916097,0.0006480993,0.00019499824,0.00040699638,0.0001519852,0.00027165713,0.0012130765],"category_scores_gemma":[0.00020808575,0.000096394826,0.00023571786,0.000538534,0.00013837873,0.00023014877,0.00028860918,0.00020722528,0.00024575274],"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":[0.0009478154,0.000062753716,0.0841834,0.00028351686,0.00014485956,0.00039001045,0.00014489506,0.00025522537,0.89764124,0.00012589445,0.00085711933,0.01496329],"study_design_scores_gemma":[0.000016824206,0.00038506894,0.88135654,0.000025953872,0.00017010458,0.002280489,0.00040949,0.0034596338,0.10829164,0.00032448082,0.003255429,0.000024402692],"about_ca_topic_score_codex":0.00089060253,"about_ca_topic_score_gemma":0.0007755466,"teacher_disagreement_score":0.0012130765,"about_ca_system_score_codex":0.00019155053,"about_ca_system_score_gemma":0.00014982269,"threshold_uncertainty_score":0.0040581226},"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":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4537182,0.0033580614,0.52885556,0.0034332608,0.0011095324,0.0022477685,0.0016647938,0.0011582765,0.004454499],"genre_scores_gemma":[0.9057319,0.00037926636,0.09020172,0.00094142713,0.00016609715,0.0015448175,0.00028619508,0.00008324733,0.0006654777],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.90689105,0.07969609,0.0018748353,0.0066835894,0.003751747,0.0011027119],"domain_scores_gemma":[0.9436084,0.041419916,0.0055130436,0.007805234,0.0012257594,0.0004275759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.043659873,0.0011646914,0.002032894,0.0012366392,0.0006515889,0.0013834528,0.0014712884,0.0016444668,0.005150846],"category_scores_gemma":[0.07736721,0.0006043332,0.0022655365,0.0013818764,0.001954306,0.0009733035,0.0009901022,0.0014433324,0.00025695525],"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":[0.053340077,0.0017200095,0.41810733,0.0035349787,0.04394125,0.006178329,0.0024909389,0.03787257,0.035350025,0.21996853,0.013529014,0.16396701],"study_design_scores_gemma":[0.022477232,0.01739991,0.22160976,0.0009284639,0.029637208,0.008191386,0.0007333989,0.30004537,0.017848384,0.3522006,0.02843556,0.0004927018],"about_ca_topic_score_codex":0.002091155,"about_ca_topic_score_gemma":0.0013534881,"teacher_disagreement_score":0.043659873,"about_ca_system_score_codex":0.0007678648,"about_ca_system_score_gemma":0.0020198077,"threshold_uncertainty_score":0.23089826},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9158903,0.00081255106,0.060843036,0.00515832,0.00016466522,0.00063328363,0.000116683645,0.0002643254,0.016116852],"genre_scores_gemma":[0.97108924,0.00020172098,0.026858754,0.0011297332,0.000047862788,0.000276732,0.000043016058,0.000026836533,0.000326081],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9261078,0.06405549,0.0019979437,0.0021681404,0.004736586,0.0009339709],"domain_scores_gemma":[0.5720084,0.3914211,0.016682379,0.012481855,0.005743961,0.0016623465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05535068,0.0010942213,0.00065312703,0.0011145938,0.0016707861,0.0044116084,0.0012751775,0.00228931,0.0036865862],"category_scores_gemma":[0.27249235,0.0007138273,0.0005519899,0.0007410213,0.0031734067,0.0038738265,0.003381409,0.003108209,0.0006205666],"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":[0.008711563,0.0049468963,0.26075482,0.0046589584,0.0012800363,0.000980687,0.085806645,0.069231585,0.021955501,0.05092093,0.007527874,0.48322448],"study_design_scores_gemma":[0.004217819,0.011800047,0.13210587,0.0065517835,0.0025104189,0.0014662654,0.03604306,0.37062764,0.036508724,0.34347996,0.05363612,0.0010523344],"about_ca_topic_score_codex":0.0019126522,"about_ca_topic_score_gemma":0.0020052,"teacher_disagreement_score":0.05535068,"about_ca_system_score_codex":0.0018582826,"about_ca_system_score_gemma":0.0025153572,"threshold_uncertainty_score":0.29272586},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975298,0.00029261343,0.0001943227,0.00009774421,0.0000030396584,0.000015075561,0.001540945,0.000010652184,0.00031572112],"genre_scores_gemma":[0.9980191,0.00018595069,0.00031490144,0.000022148004,0.0000052009113,0.000024833322,0.001223469,0.0000020624914,0.00020235582],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993594,0.00024541214,0.000050516363,0.00014387944,0.00008024305,0.00012048826],"domain_scores_gemma":[0.9987238,0.00035409158,0.00051041803,0.0000660468,0.00021248819,0.00013315267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014710292,0.00040640804,0.0003170871,0.0017270296,0.0003409222,0.0008691707,0.0005230794,0.0006084139,0.0015717482],"category_scores_gemma":[0.0028957205,0.00021108484,0.0009360835,0.0011020594,0.0002192994,0.0004924503,0.00055015914,0.00034335844,0.00035015625],"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":[0.000023833201,0.000009671073,0.99831367,0.000014475971,0.00004748299,0.000017396065,0.00013246584,0.00016053519,0.00003929202,0.00002240086,0.00011674027,0.0011020934],"study_design_scores_gemma":[0.00000289528,0.000053886062,0.99808633,0.00002333537,0.00002866262,0.000054525728,0.0005044852,0.0008946304,0.000026582182,0.000020737953,0.00029944885,0.000004403951],"about_ca_topic_score_codex":0.1707191,"about_ca_topic_score_gemma":0.09953454,"teacher_disagreement_score":0.1707191,"about_ca_system_score_codex":0.0013210581,"about_ca_system_score_gemma":0.00073356973,"threshold_uncertainty_score":0.33945078},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939989,0.0006643417,0.0036290388,0.00025041754,0.000037300484,0.000024633197,0.0003307353,0.00010238736,0.0009622036],"genre_scores_gemma":[0.9976597,0.00009957157,0.0014200698,0.000074597636,0.000015582758,0.000009376072,0.00043936953,0.0000054561156,0.00027633432],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994331,0.00016299872,0.00006379167,0.00017347552,0.00008653183,0.00008018226],"domain_scores_gemma":[0.9978224,0.0011801329,0.00033910281,0.00020329827,0.00026843284,0.00018655823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002470588,0.00068673666,0.00033515162,0.0008787384,0.00019043947,0.00060722604,0.0003148036,0.0006952613,0.0009107739],"category_scores_gemma":[0.005800084,0.00016239585,0.0004155942,0.00021343285,0.00031128168,0.0005805926,0.00047542452,0.0004969614,0.00023997681],"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":[0.004965635,0.0008005581,0.758219,0.00014626987,0.00081943726,0.0003045646,0.0002172208,0.014978138,0.015646093,0.0004111593,0.0028274483,0.2006645],"study_design_scores_gemma":[0.00024401648,0.0015936454,0.7292353,0.0001215629,0.00053988886,0.0009311178,0.0002460177,0.24818143,0.013961481,0.0030954992,0.0017736789,0.00007637102],"about_ca_topic_score_codex":0.006324126,"about_ca_topic_score_gemma":0.007985041,"teacher_disagreement_score":0.006324126,"about_ca_system_score_codex":0.0006207408,"about_ca_system_score_gemma":0.0003139509,"threshold_uncertainty_score":0.013065875},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9621445,0.0016793486,0.00019691038,0.0005927851,0.000046024576,0.00018154668,0.031595718,0.00001627699,0.0035469113],"genre_scores_gemma":[0.9824144,0.0010522457,0.0003868569,0.00033161856,0.000024149645,0.00012404367,0.015042238,0.0000056819476,0.0006187904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993137,0.00004799498,0.00006722972,0.00010757837,0.0002562518,0.00020728286],"domain_scores_gemma":[0.99813,0.00006633125,0.00038546365,0.00007950215,0.0009585497,0.00038014245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014120176,0.00041590133,0.00041446844,0.0015577757,0.0022235962,0.0010107977,0.0011139696,0.0004167602,0.0015017141],"category_scores_gemma":[0.0024251218,0.00024305274,0.0006237205,0.003339341,0.00033098852,0.00046835377,0.0010274638,0.0007680225,0.00022610127],"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":[0.000041896124,0.000018915498,0.9964761,0.000052944193,0.000043810855,0.000025710604,0.00027753873,0.000020429683,0.000053851025,0.000029757943,0.0012650504,0.0016939881],"study_design_scores_gemma":[0.000003160937,0.000012220907,0.99898237,0.00003360639,0.000018413923,0.000019423898,0.00033112217,0.000031012554,0.000010048791,0.000009010092,0.0005463209,0.0000032350204],"about_ca_topic_score_codex":0.9638697,"about_ca_topic_score_gemma":0.9807624,"teacher_disagreement_score":0.03613031,"about_ca_system_score_codex":0.006462112,"about_ca_system_score_gemma":0.012540425,"threshold_uncertainty_score":0.072686136},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18239634,0.0020926124,0.81127495,0.0016853305,0.00007046192,0.00006445583,0.00085878104,0.00047515536,0.0010818854],"genre_scores_gemma":[0.93709266,0.00085127325,0.059396565,0.00031319787,0.000070531205,0.00012939535,0.00096579303,0.00003874109,0.001141932],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99907035,0.00050392613,0.000056197536,0.00018006412,0.00009987577,0.0000896104],"domain_scores_gemma":[0.995928,0.0029858565,0.00041472778,0.0002231267,0.00030497863,0.00014330723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035343762,0.0008638181,0.0009916764,0.0014636404,0.00039291577,0.00074432924,0.0008837993,0.00078415097,0.0011849502],"category_scores_gemma":[0.008377695,0.00035176493,0.000986176,0.0009918946,0.00061022467,0.00074370747,0.0011114003,0.0018262037,0.00019188323],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002692237,0.00022190173,0.04197678,0.0000991357,0.0005615167,0.00020955189,0.000098069264,0.8466768,0.001208477,0.011731261,0.0024363275,0.09451092],"study_design_scores_gemma":[0.000007756058,0.0000134172,0.0015044835,0.000010568769,0.000025931755,0.000014957936,0.00000412839,0.98891175,0.0001482813,0.009202624,0.00015000814,0.0000061915634],"about_ca_topic_score_codex":0.010593009,"about_ca_topic_score_gemma":0.008456747,"teacher_disagreement_score":0.010593009,"about_ca_system_score_codex":0.0012785669,"about_ca_system_score_gemma":0.0015960885,"threshold_uncertainty_score":0.021062672},"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":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008713139,0.7826238,0.0661499,0.10500652,0.008206262,0.009291419,0.0013561249,0.000151661,0.018501207],"genre_scores_gemma":[0.21648194,0.41708794,0.25057894,0.072377466,0.010055065,0.029399779,0.0019829904,0.00034676818,0.001689056],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.5054391,0.42282712,0.04426231,0.0043199495,0.021963898,0.0011875497],"domain_scores_gemma":[0.26804328,0.6689743,0.029535897,0.011428456,0.020139985,0.0018781887],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4190721,0.00083515036,0.0065133683,0.0029460294,0.001076675,0.009871597,0.0030033733,0.0051294006,0.0024664162],"category_scores_gemma":[0.5337917,0.0008995874,0.0033612587,0.00487669,0.0034171427,0.007236908,0.0027721596,0.009512713,0.0008186822],"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":[0.0037254025,0.0005035263,0.0065209577,0.088925906,0.0037099584,0.00031472812,0.002440305,0.003414581,0.00076785195,0.081409514,0.040507954,0.7677594],"study_design_scores_gemma":[0.0048185824,0.0025907531,0.022295179,0.35498276,0.004944379,0.0010572319,0.002177779,0.005068445,0.0026127093,0.16698703,0.43201616,0.00044899157],"about_ca_topic_score_codex":0.0013113425,"about_ca_topic_score_gemma":0.0019060232,"teacher_disagreement_score":0.5809279,"about_ca_system_score_codex":0.003591665,"about_ca_system_score_gemma":0.015420272,"threshold_uncertainty_score":0.7163875},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988509,0.0010435362,0.0024068335,0.00031382137,0.00006341703,0.00015786763,0.003335732,0.00008419855,0.0040856255],"genre_scores_gemma":[0.9937477,0.0007559661,0.0030397526,0.00021259206,0.00008375546,0.00020885906,0.00095716584,0.0000075774674,0.0009865761],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996006,0.00014591668,0.000044781147,0.00007985722,0.00007913962,0.000049705537],"domain_scores_gemma":[0.9985983,0.00036377402,0.00057457294,0.0000794909,0.00024337444,0.00014055682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049208454,0.00041684718,0.0002454598,0.0006972197,0.00024281346,0.0006856397,0.00024953092,0.00035221793,0.0027117906],"category_scores_gemma":[0.0019348467,0.00017041832,0.0002742023,0.00043363334,0.00023468249,0.00047019136,0.0007564973,0.00031645683,0.0007195909],"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":[0.0006722475,0.00025172957,0.91726404,0.00056346937,0.00028504766,0.00026281015,0.0013340849,0.000505487,0.00852978,0.00016310226,0.0025011837,0.06766688],"study_design_scores_gemma":[0.00002313872,0.00073819695,0.99070275,0.00012578725,0.000112498376,0.00051113585,0.0010800766,0.00085503206,0.0026026133,0.00019265476,0.0030281385,0.000028079005],"about_ca_topic_score_codex":0.00095615035,"about_ca_topic_score_gemma":0.0025553715,"teacher_disagreement_score":0.0027117906,"about_ca_system_score_codex":0.00014871194,"about_ca_system_score_gemma":0.00016529791,"threshold_uncertainty_score":0.009071887},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96637213,0.0018152347,0.02925732,0.00069047516,0.000033280994,0.000040148796,0.0006044608,0.00023674365,0.0009501566],"genre_scores_gemma":[0.99393517,0.00019206363,0.005047799,0.000057906476,0.000016809596,0.000015821075,0.00048693156,0.000006127612,0.00024135363],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99972373,0.000099402416,0.000019402363,0.000061389626,0.000047470763,0.000048646307],"domain_scores_gemma":[0.9987715,0.000735042,0.0002001674,0.0000498623,0.00012843117,0.00011492191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010127375,0.0006169651,0.0003478112,0.00084899884,0.00013487233,0.0005294878,0.00041440126,0.00039279312,0.00064702233],"category_scores_gemma":[0.003552347,0.00017883706,0.0004130449,0.0004554974,0.00021705506,0.0003698113,0.0006196892,0.0008499589,0.00020848376],"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":[0.00109697,0.0005584054,0.7028504,0.00020333476,0.0004076513,0.00021655299,0.000068721594,0.12739459,0.0063545117,0.00038060642,0.0024859565,0.1579823],"study_design_scores_gemma":[0.000050127117,0.00025787056,0.10041262,0.00006668288,0.00012210857,0.00019157119,0.000052412965,0.8920681,0.003713111,0.002480332,0.00055754936,0.000027513535],"about_ca_topic_score_codex":0.005710863,"about_ca_topic_score_gemma":0.010361612,"teacher_disagreement_score":0.005710863,"about_ca_system_score_codex":0.000715287,"about_ca_system_score_gemma":0.0006692009,"threshold_uncertainty_score":0.011355281},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987431,0.00036602106,0.000034559704,0.00021013088,0.000008679293,0.000049491886,0.00006577458,0.000003987693,0.0005183239],"genre_scores_gemma":[0.9989404,0.00022203477,0.00016125191,0.00016227533,0.000009293222,0.000098527424,0.00009192809,0.0000010853397,0.000313242],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99925286,0.00038111146,0.00003036249,0.000050968054,0.000041704738,0.00024292251],"domain_scores_gemma":[0.99873394,0.00023964615,0.00021507262,0.00004194643,0.00015610098,0.0006133847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015254951,0.00024951072,0.0005270434,0.0004300743,0.0005207366,0.00057177246,0.00071679056,0.00046743185,0.00172434],"category_scores_gemma":[0.0023584757,0.00020978946,0.00029713212,0.00031108139,0.0004441449,0.00029410573,0.0014505176,0.0005215639,0.00018810153],"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":[0.007639053,0.005880188,0.88375026,0.00095546455,0.00021215634,0.0010391846,0.01069505,0.00051326153,0.0018536162,0.00032082625,0.0025531633,0.08458772],"study_design_scores_gemma":[0.00080642395,0.00601938,0.97655565,0.00050923467,0.00010337811,0.00019631867,0.011887882,0.00046975218,0.00025976737,0.0001821334,0.0029926617,0.000017394535],"about_ca_topic_score_codex":0.054202244,"about_ca_topic_score_gemma":0.059971992,"teacher_disagreement_score":0.054202244,"about_ca_system_score_codex":0.0022007779,"about_ca_system_score_gemma":0.0025357394,"threshold_uncertainty_score":0.10777354},"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":"reporting","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":"reporting","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014422107,0.9901046,0.0018409408,0.0016716907,0.00044884303,0.0019396564,0.0018945781,0.00004028131,0.0006170206],"genre_scores_gemma":[0.051477216,0.921299,0.009762547,0.0033164828,0.00041230055,0.011694243,0.0017044096,0.00006511279,0.00026879078],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.7633163,0.111728795,0.09069673,0.008132847,0.024216196,0.0019091385],"domain_scores_gemma":[0.44672018,0.44050977,0.073260576,0.010862619,0.02733725,0.0013095939],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.12775175,0.002181972,0.011902549,0.023208413,0.0015257028,0.007757662,0.0045867153,0.0040548984,0.005504605],"category_scores_gemma":[0.45785892,0.0026574123,0.014056344,0.021291733,0.0029434368,0.009266283,0.004827662,0.0028804508,0.00064416334],"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":[0.00014319578,0.000008731851,0.0010536823,0.9659553,0.0067675877,0.000043002474,0.00042291774,0.00009933119,0.000082953644,0.00046062423,0.0015128731,0.02344975],"study_design_scores_gemma":[0.00015138085,0.000063264604,0.0018675954,0.9648525,0.021978129,0.000120046905,0.00030643475,0.00010219621,0.00015990103,0.00074127474,0.00961816,0.00003902619],"about_ca_topic_score_codex":0.008816033,"about_ca_topic_score_gemma":0.016427537,"teacher_disagreement_score":0.87224823,"about_ca_system_score_codex":0.010015452,"about_ca_system_score_gemma":0.035131153,"threshold_uncertainty_score":0.6756239},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992126,0.00015316618,0.0000870418,0.00002629657,0.00000460038,0.000007633736,0.00033062574,0.0000034055076,0.00017464974],"genre_scores_gemma":[0.99861443,0.000104135375,0.00021721379,0.00004972483,0.0000124937715,0.000010873934,0.0009080571,0.000001914716,0.00008104952],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99967825,0.00005117956,0.0000566236,0.000077405464,0.00008008308,0.000056501798],"domain_scores_gemma":[0.9993144,0.00007650326,0.00030775354,0.0000339912,0.00014579954,0.00012158144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048916397,0.00034180545,0.00041604094,0.0008715098,0.0003685431,0.0007525205,0.00021611319,0.0003776824,0.0006930164],"category_scores_gemma":[0.0012333608,0.00013356932,0.00037652443,0.00085718243,0.00019729222,0.00031943558,0.0004873433,0.00038186082,0.00018250369],"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":[0.0002696012,0.00003734825,0.9934957,0.000029403289,0.000065351924,0.00017197097,0.000087053784,0.000055552333,0.0042457534,0.000013729687,0.0001275744,0.0014010319],"study_design_scores_gemma":[0.000004031555,0.000089244706,0.99841976,0.000004783459,0.000017869035,0.0003362857,0.00014725151,0.00022864799,0.000619039,0.000014295897,0.00011617999,0.0000026115308],"about_ca_topic_score_codex":0.0012748301,"about_ca_topic_score_gemma":0.0012995178,"teacher_disagreement_score":0.0012748301,"about_ca_system_score_codex":0.0002780572,"about_ca_system_score_gemma":0.00024883458,"threshold_uncertainty_score":0.0025869608},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9674713,0.000729873,0.004575559,0.0014630358,0.000060420745,0.00019730706,0.023320235,0.0000699638,0.0021122657],"genre_scores_gemma":[0.9682198,0.00043606028,0.004758414,0.00067645404,0.000043888915,0.00036383246,0.024194565,0.00002716142,0.00127986],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981975,0.00069409393,0.00024919887,0.00046771427,0.00024777892,0.00014376098],"domain_scores_gemma":[0.99265105,0.0020879128,0.0018191164,0.00184453,0.0013129166,0.00028442623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00279914,0.00035550215,0.00050784345,0.0012561034,0.00047620802,0.00076292176,0.0007086523,0.0009439263,0.0030281516],"category_scores_gemma":[0.020912383,0.00032055395,0.00035305048,0.0015737675,0.00032958444,0.0007138188,0.0012705977,0.00053004985,0.001292714],"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":[0.000504787,0.00009267384,0.9625646,0.0001141324,0.00012887895,0.0006269248,0.0008341932,0.0015168363,0.001145955,0.00065306755,0.015216879,0.016601022],"study_design_scores_gemma":[0.00010538344,0.00008942174,0.97666615,0.00015128253,0.00010047151,0.0007887284,0.00041728048,0.0058678477,0.0006375456,0.0013388832,0.0137994075,0.00003761506],"about_ca_topic_score_codex":0.062449712,"about_ca_topic_score_gemma":0.049229745,"teacher_disagreement_score":0.062449712,"about_ca_system_score_codex":0.001199116,"about_ca_system_score_gemma":0.0007508497,"threshold_uncertainty_score":0.12417245},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98620075,0.0025700293,0.005292687,0.0002129988,0.00024050406,0.00093288015,0.0020887754,0.00022562496,0.0022355625],"genre_scores_gemma":[0.98461825,0.0023023714,0.0053072316,0.00014858854,0.000055235436,0.00068094773,0.004067083,0.00003611246,0.0027841788],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99960095,0.00008832338,0.000038094182,0.000058056008,0.0001297897,0.00008483711],"domain_scores_gemma":[0.9996024,0.00007892082,0.00008643051,0.00006276121,0.00010455021,0.000065090026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010666314,0.00093794486,0.00065040664,0.0004910223,0.00020915712,0.00048716355,0.0007056631,0.0008739292,0.0013349532],"category_scores_gemma":[0.00043628758,0.0001978836,0.00074793707,0.0003618187,0.00034268052,0.00035996048,0.00022868125,0.0013061184,0.0004973839],"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":[0.0021517512,0.0044707796,0.00075789256,0.00024840023,0.00009985247,0.00012452774,0.00010538832,0.0020214815,0.9809427,0.00020578613,0.0005490907,0.008322333],"study_design_scores_gemma":[0.000572794,0.063957565,0.0041782893,0.00002777645,0.0001885969,0.00016485882,0.00006463813,0.0023912974,0.92404264,0.00008691651,0.0043033278,0.000021337175],"about_ca_topic_score_codex":0.0011455847,"about_ca_topic_score_gemma":0.0009845031,"teacher_disagreement_score":0.0013349532,"about_ca_system_score_codex":0.0005254849,"about_ca_system_score_gemma":0.00059216534,"threshold_uncertainty_score":0.005640924},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982894,0.0003958052,0.0007082277,0.00004593271,0.0000070498227,0.000007962467,0.00029223727,0.000017459797,0.00023585118],"genre_scores_gemma":[0.99818856,0.0002273768,0.00082853995,0.000051137613,0.000006119936,0.000006635226,0.00032530833,0.000009684091,0.0003565794],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998832,0.000012601473,0.000010768378,0.000042340533,0.000031287644,0.000019920131],"domain_scores_gemma":[0.99986434,0.000029259854,0.000043313175,0.0000075252156,0.000019370776,0.000036179405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010369668,0.00041489417,0.00017649455,0.00071410666,0.00022966036,0.00022333884,0.00018149751,0.0005740835,0.0007925897],"category_scores_gemma":[0.0002680184,0.00011800683,0.00027445442,0.00031322442,0.0002602745,0.00009088608,0.00021118004,0.00027911246,0.00013119832],"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":[0.00043129962,0.00003383518,0.055724792,0.00008119765,0.00007758256,0.044295657,0.00046274142,0.00028197502,0.8929802,0.0001293929,0.0002954718,0.0052057547],"study_design_scores_gemma":[0.00003103031,0.00055398315,0.6568016,0.000028018447,0.00017493255,0.12776683,0.0004823428,0.0034067247,0.20610824,0.0001932202,0.0043967576,0.000056380904],"about_ca_topic_score_codex":0.004268881,"about_ca_topic_score_gemma":0.003781473,"teacher_disagreement_score":0.004268881,"about_ca_system_score_codex":0.00028791497,"about_ca_system_score_gemma":0.00009960837,"threshold_uncertainty_score":0.008488059},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99690056,0.00038039256,0.0019322027,0.0001639911,0.000007368281,0.0000098399905,0.0002919891,0.00001643922,0.00029721216],"genre_scores_gemma":[0.9985983,0.00009333174,0.0010017361,0.000018923343,0.0000072585394,0.000008192757,0.00020615758,0.000006819267,0.000059277365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774605,0.0013022829,0.00012748275,0.0003816205,0.00025596988,0.00018652828],"domain_scores_gemma":[0.9893036,0.0077098776,0.0019828873,0.0003412602,0.00020978694,0.00045253392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004181227,0.0009563909,0.00047034913,0.001394014,0.0003781066,0.0008328362,0.00059989566,0.0005548545,0.0015968774],"category_scores_gemma":[0.012303816,0.0002667603,0.0013034845,0.0011269039,0.00064719655,0.00044997703,0.00095241907,0.0012318194,0.00014443963],"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":[0.00010015783,0.000015863752,0.995992,0.000009483444,0.00022682216,0.00010273757,0.00003088418,0.0016173205,0.0001451857,0.000057550755,0.000043501783,0.0016585187],"study_design_scores_gemma":[0.000009371242,0.00014432195,0.9825454,0.00003071672,0.0003904977,0.0005285447,0.00012923211,0.014938511,0.00035079144,0.0007698825,0.00014967473,0.000013088351],"about_ca_topic_score_codex":0.0056208093,"about_ca_topic_score_gemma":0.006806755,"teacher_disagreement_score":0.0056208093,"about_ca_system_score_codex":0.00055835035,"about_ca_system_score_gemma":0.00092287944,"threshold_uncertainty_score":0.022112668},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95646006,0.001141035,0.039101392,0.0001979164,0.00012054887,0.0001717071,0.00016608303,0.00022464174,0.0024167255],"genre_scores_gemma":[0.9765886,0.0008560289,0.020023614,0.00009630298,0.000020891513,0.00017177952,0.00027521694,0.000044626064,0.00192298],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997893,0.000040100807,0.000014285353,0.00005451229,0.00006708541,0.00003475059],"domain_scores_gemma":[0.99971443,0.00008559828,0.00006687969,0.000071112045,0.000025466237,0.000036494675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005059292,0.00031445114,0.00020016285,0.00028674005,0.0001818176,0.00031785344,0.00038820208,0.00061812135,0.0010569924],"category_scores_gemma":[0.00028941515,0.00017519562,0.0005458286,0.00010662716,0.00039146477,0.0002937014,0.0002044648,0.0005812653,0.0003777881],"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":[0.00015551408,0.00018428397,0.00043818567,0.000078554156,0.000009847004,0.00026479506,0.00004489968,0.0011126833,0.9946461,0.00021847126,0.00008866302,0.002758031],"study_design_scores_gemma":[0.00011180686,0.012084253,0.00679332,0.000045061577,0.00011615368,0.002484431,0.000092167196,0.015708325,0.95393384,0.00026308701,0.008330481,0.000037093694],"about_ca_topic_score_codex":0.0005197203,"about_ca_topic_score_gemma":0.00050740823,"teacher_disagreement_score":0.0010569924,"about_ca_system_score_codex":0.00017054871,"about_ca_system_score_gemma":0.00025072406,"threshold_uncertainty_score":0.003535986},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991623,0.00059188576,0.0000600172,0.00002639786,0.0000032253438,0.000014864283,0.00007022137,0.000001407626,0.00006966321],"genre_scores_gemma":[0.99960667,0.0001347787,0.000117819494,0.000012555816,0.000004646051,0.00001272902,0.000088796936,5.704446e-7,0.000021483635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99928904,0.00029022156,0.00007112606,0.00012795527,0.00012243637,0.00009917052],"domain_scores_gemma":[0.99715567,0.0004638745,0.001864382,0.00011501777,0.00012506236,0.00027597303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001161863,0.00029470134,0.00042594917,0.00047220557,0.00026080784,0.00044056782,0.00022225355,0.00027062363,0.0006185436],"category_scores_gemma":[0.0031857633,0.00017882034,0.00049970124,0.000589133,0.0004470456,0.00026780815,0.0004574594,0.0005239572,0.000041057607],"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":[0.0014088722,0.00008091062,0.9958217,0.000060300175,0.00014195059,0.00006242821,0.000040380593,0.000044478802,0.00031807172,0.000012908444,0.000036224003,0.0019718027],"study_design_scores_gemma":[0.00004189382,0.00089517987,0.9983113,0.000015179087,0.0001100414,0.00019406195,0.00006790279,0.00011027,0.00015835825,0.000016183054,0.000076761,0.0000029060614],"about_ca_topic_score_codex":0.00091115537,"about_ca_topic_score_gemma":0.0013955688,"teacher_disagreement_score":0.001161863,"about_ca_system_score_codex":0.000355989,"about_ca_system_score_gemma":0.00037820355,"threshold_uncertainty_score":0.006144583},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010378996,0.99736917,0.00037361644,0.00022514736,0.000100071695,0.00015384892,0.0004916027,0.000017679258,0.00023101979],"genre_scores_gemma":[0.055064637,0.94019794,0.0019027098,0.00084729644,0.00019713753,0.0007368498,0.00083530904,0.00002412687,0.0001939502],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9892986,0.005470683,0.002649048,0.0009627909,0.0012585047,0.00036049838],"domain_scores_gemma":[0.9662496,0.027399968,0.0035827223,0.00075330166,0.0017567433,0.00025771713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013137254,0.0025537398,0.01633082,0.0065740175,0.000706237,0.0033755247,0.0021524285,0.0020358611,0.004996274],"category_scores_gemma":[0.046811603,0.0012949519,0.028021842,0.008258957,0.0007038242,0.0017956432,0.0017461766,0.002218768,0.00036222904],"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":[0.0012423549,0.00003209545,0.0026951267,0.6315304,0.33058676,0.00012242289,0.00009633159,0.0007870747,0.00012801746,0.00036177426,0.0018541557,0.03056346],"study_design_scores_gemma":[0.00065298023,0.00020471808,0.004193468,0.11798123,0.8696613,0.00016276565,0.000060864364,0.00031668192,0.00012386974,0.00079142884,0.0058087707,0.000042047202],"about_ca_topic_score_codex":0.009937901,"about_ca_topic_score_gemma":0.019836802,"teacher_disagreement_score":0.01633082,"about_ca_system_score_codex":0.003247141,"about_ca_system_score_gemma":0.0058780056,"threshold_uncertainty_score":0.06947726},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011989056,0.9972677,0.0001710409,0.00024717939,0.00012666342,0.00032775005,0.0003833128,0.000010505951,0.0002668353],"genre_scores_gemma":[0.02748385,0.969171,0.0010367939,0.0006973765,0.0001043223,0.0010350681,0.00031742358,0.000009781699,0.00014442683],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.987045,0.0052100588,0.0043356847,0.0009094371,0.002109598,0.00039014855],"domain_scores_gemma":[0.9466427,0.042579684,0.006859591,0.00062780187,0.0028738026,0.00041634557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0143506145,0.0019122342,0.012361439,0.007810743,0.0007160215,0.0035438892,0.0022326452,0.0023216698,0.004723262],"category_scores_gemma":[0.06635854,0.00129708,0.011706738,0.009673161,0.001051716,0.0025343203,0.0017085497,0.0017383768,0.00033692678],"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":[0.00027718703,0.000012716273,0.00071931694,0.96070325,0.018467814,0.000057529684,0.000110193054,0.00010531836,0.00006699539,0.00013361606,0.00061334914,0.018732743],"study_design_scores_gemma":[0.00044978043,0.00020148179,0.004120727,0.80996364,0.17594668,0.00017069638,0.00015721016,0.00010500646,0.00016513171,0.0003182167,0.008365979,0.000035407367],"about_ca_topic_score_codex":0.010190727,"about_ca_topic_score_gemma":0.026887223,"teacher_disagreement_score":0.0143506145,"about_ca_system_score_codex":0.00445362,"about_ca_system_score_gemma":0.012866854,"threshold_uncertainty_score":0.07589418},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001376318,0.9976689,0.00009349171,0.00017287311,0.000094748066,0.0002570455,0.00016525602,0.000008267491,0.00016309755],"genre_scores_gemma":[0.025578864,0.9720224,0.0007391755,0.0006061701,0.000090442554,0.00063396234,0.00020553978,0.000005148999,0.000118203694],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99556017,0.0021520117,0.0013033686,0.00030919153,0.0005323053,0.00014294016],"domain_scores_gemma":[0.98883164,0.0075786198,0.0024245407,0.0001699671,0.00079420715,0.00020093287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00491688,0.0010658513,0.01045631,0.0044835084,0.00041277727,0.0015154869,0.0016505012,0.001704286,0.0047723064],"category_scores_gemma":[0.019651039,0.00068136136,0.008033488,0.0048477096,0.00060382276,0.0012837052,0.00086696306,0.001105752,0.00024974276],"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":[0.0011759594,0.000039623465,0.00058971863,0.9202644,0.017053587,0.000085425716,0.0001211142,0.00013239526,0.00015743077,0.00015225731,0.0014176184,0.058810424],"study_design_scores_gemma":[0.004167018,0.0011231464,0.0068094023,0.8015648,0.16948876,0.0004345695,0.00030548297,0.00022631204,0.00023494833,0.00039210875,0.015195946,0.00005760139],"about_ca_topic_score_codex":0.0058594136,"about_ca_topic_score_gemma":0.01577118,"teacher_disagreement_score":0.01045631,"about_ca_system_score_codex":0.0025596383,"about_ca_system_score_gemma":0.005679317,"threshold_uncertainty_score":0.026003242},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028563843,0.9955777,0.00053684716,0.00016450607,0.00015684949,0.00029827174,0.00025993603,0.00001674453,0.00013283086],"genre_scores_gemma":[0.16160932,0.8306163,0.0034316645,0.0011987502,0.0003265727,0.001961535,0.0006252405,0.000026849422,0.00020377724],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9770315,0.01251899,0.005922354,0.001764194,0.002295286,0.00046769966],"domain_scores_gemma":[0.94609946,0.042354733,0.0075746505,0.0012258985,0.0022868414,0.000458366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024999117,0.0028267845,0.024728812,0.0077004186,0.00071847264,0.003974536,0.0022417682,0.003143798,0.0032713807],"category_scores_gemma":[0.060147148,0.001759673,0.043797173,0.0086801285,0.000968184,0.0022640668,0.0019315593,0.002445916,0.0002178861],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020466198,0.000031358013,0.004086683,0.36214277,0.61977017,0.000087292465,0.00007847961,0.0003236279,0.000100824895,0.00012985927,0.0003176232,0.010884713],"study_design_scores_gemma":[0.00086783135,0.0002074248,0.0027913935,0.035326388,0.9594708,0.000060745435,0.000033523465,0.00013899675,0.000057934903,0.00018303482,0.00084367336,0.000018272409],"about_ca_topic_score_codex":0.006355721,"about_ca_topic_score_gemma":0.012391509,"teacher_disagreement_score":0.024999117,"about_ca_system_score_codex":0.0031634248,"about_ca_system_score_gemma":0.0050598974,"threshold_uncertainty_score":0.13220954},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017872698,0.9962643,0.0004589743,0.00035492633,0.00016840913,0.00029803146,0.00044039745,0.000013681717,0.00021401785],"genre_scores_gemma":[0.13414733,0.85774034,0.0025312484,0.002262351,0.00036848523,0.0016438924,0.0010310434,0.00003683206,0.00023846232],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.96603954,0.01571447,0.0111186905,0.0026226146,0.0038515946,0.0006531922],"domain_scores_gemma":[0.88241124,0.096099965,0.014135776,0.001912075,0.00496183,0.00047921512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.029270533,0.0021462108,0.014560674,0.0085626,0.0006698552,0.00367234,0.0025367276,0.00261892,0.0031983806],"category_scores_gemma":[0.10235911,0.0014256564,0.025667649,0.007161083,0.0013517032,0.0024399583,0.0020462594,0.0017865382,0.0002188088],"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":[0.00062659854,0.000017726716,0.0026006252,0.82975966,0.14326422,0.00013547266,0.00016715373,0.00027688922,0.00014848752,0.00031140874,0.0010259715,0.021665882],"study_design_scores_gemma":[0.00068024383,0.00020822587,0.0066515612,0.30946165,0.6747906,0.00030462144,0.00020139452,0.00023790462,0.0002594635,0.00094678457,0.0061994228,0.0000580191],"about_ca_topic_score_codex":0.007745291,"about_ca_topic_score_gemma":0.016386745,"teacher_disagreement_score":0.029270533,"about_ca_system_score_codex":0.00441776,"about_ca_system_score_gemma":0.009657648,"threshold_uncertainty_score":0.15479922},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00095148146,0.99786574,0.00014965372,0.00020215847,0.00008327164,0.00029116592,0.00028238646,0.0000071606355,0.00016688566],"genre_scores_gemma":[0.026185965,0.9706955,0.0009549965,0.00072825135,0.00011915674,0.0008903626,0.00031823473,0.0000067627257,0.00010074727],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9847593,0.006072149,0.005526311,0.0010011616,0.0022978617,0.00034320174],"domain_scores_gemma":[0.9336895,0.05117999,0.010882298,0.0007063575,0.0030984336,0.0004434286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014550285,0.0016341071,0.011705393,0.008488072,0.0007126436,0.0031320683,0.0021066072,0.0024376658,0.0040869983],"category_scores_gemma":[0.064095244,0.001061134,0.012304865,0.009832934,0.0010968125,0.002422122,0.0015337339,0.0014789707,0.00025298336],"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":[0.00033506533,0.000015845291,0.0012189936,0.9551116,0.01891749,0.00006090845,0.00013320867,0.000103657585,0.00006406856,0.00014001883,0.0007609778,0.02313811],"study_design_scores_gemma":[0.0006416899,0.00022708926,0.0053202636,0.81181186,0.17318204,0.00027375817,0.00016638242,0.000125656,0.00014698679,0.0003454391,0.0077144247,0.00004439656],"about_ca_topic_score_codex":0.006341048,"about_ca_topic_score_gemma":0.01412645,"teacher_disagreement_score":0.014550285,"about_ca_system_score_codex":0.0039885486,"about_ca_system_score_gemma":0.010717958,"threshold_uncertainty_score":0.07695019},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00040159313,0.9981256,0.0002107252,0.00041818578,0.00016101346,0.00022162253,0.00018725563,0.00000688453,0.00026712497],"genre_scores_gemma":[0.01904972,0.9778922,0.0011195609,0.0010069611,0.00016704276,0.0005248277,0.00016284148,0.000008590227,0.000068187444],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.95409113,0.023279082,0.0121500045,0.0021027888,0.0076906853,0.00068627234],"domain_scores_gemma":[0.8031825,0.16836292,0.01716794,0.002237784,0.008304447,0.00074445445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.030780947,0.001990202,0.012869773,0.013130723,0.0008218329,0.005933541,0.0027312697,0.0034219834,0.004573853],"category_scores_gemma":[0.17803644,0.001555479,0.012640692,0.011936098,0.0020501923,0.0044783885,0.0028025191,0.0028525165,0.00034855775],"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":[0.00014974976,0.000010800229,0.0006292717,0.9569264,0.015128179,0.000055028006,0.00014108425,0.00011508593,0.00005560136,0.0003722492,0.0008247579,0.02559182],"study_design_scores_gemma":[0.00017315419,0.000097890916,0.0015563219,0.93177396,0.0581458,0.00014041361,0.000116979216,0.0000848549,0.000071782706,0.000549632,0.007264389,0.000024787974],"about_ca_topic_score_codex":0.009311481,"about_ca_topic_score_gemma":0.021227198,"teacher_disagreement_score":0.030780947,"about_ca_system_score_codex":0.006135995,"about_ca_system_score_gemma":0.019470556,"threshold_uncertainty_score":0.16278714},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035874042,0.9962477,0.00034133048,0.0019411809,0.00027284832,0.0001948561,0.0003073066,0.000008384705,0.00032752292],"genre_scores_gemma":[0.009929093,0.9848654,0.0017625375,0.0023408288,0.00025321127,0.00049898453,0.00025991083,0.000007193978,0.000082811384],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9528791,0.022141168,0.013935265,0.0024635938,0.0076565095,0.0009243615],"domain_scores_gemma":[0.808687,0.15533817,0.020201994,0.0022030028,0.0125584435,0.001011427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.048726797,0.0016346183,0.008103524,0.015692435,0.0008911535,0.0046420423,0.0038549278,0.0037296521,0.004492204],"category_scores_gemma":[0.16602653,0.0013426291,0.0088067455,0.01227068,0.0019388922,0.0055077695,0.002791269,0.002423498,0.0004608536],"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":[0.00016385116,0.000012627714,0.00104399,0.91026795,0.007538247,0.00010326279,0.00046781893,0.00016759224,0.00011188298,0.000878438,0.0058249333,0.07341944],"study_design_scores_gemma":[0.0001229319,0.000041684387,0.0015662631,0.9551649,0.021823125,0.00017311954,0.00024729126,0.00011433863,0.00009318921,0.0007931946,0.019828197,0.000031707088],"about_ca_topic_score_codex":0.0106351115,"about_ca_topic_score_gemma":0.024964226,"teacher_disagreement_score":0.048726797,"about_ca_system_score_codex":0.0077298344,"about_ca_system_score_gemma":0.023986693,"threshold_uncertainty_score":0.25769502},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003703154,0.99863154,0.00018401514,0.00023703891,0.00009221598,0.00017563421,0.00014449812,0.000006467784,0.0001583577],"genre_scores_gemma":[0.01284008,0.98459214,0.0010976675,0.0005778507,0.000120985664,0.0004690524,0.00022501367,0.0000060453094,0.00007110664],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98276055,0.007008517,0.00573256,0.0012585175,0.0028769276,0.00036289022],"domain_scores_gemma":[0.9219724,0.0634773,0.008821897,0.001128042,0.0041764574,0.00042399054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019819563,0.0019097549,0.010431758,0.011050034,0.00072595914,0.0032243333,0.0021979923,0.0019891511,0.003748124],"category_scores_gemma":[0.08268298,0.0011573435,0.009129178,0.010178224,0.0012754137,0.0027996807,0.00201414,0.0015591126,0.00033814233],"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":[0.000239768,0.000012844503,0.0010669916,0.9312439,0.013681154,0.00005805441,0.00016174467,0.00015799739,0.00010944462,0.00036275154,0.0015848991,0.05132051],"study_design_scores_gemma":[0.0003157487,0.0001434721,0.004002975,0.88808703,0.0903444,0.00022250979,0.00015972169,0.00015739906,0.00020961188,0.00083040714,0.015484583,0.000042116008],"about_ca_topic_score_codex":0.009767213,"about_ca_topic_score_gemma":0.020935155,"teacher_disagreement_score":0.019819563,"about_ca_system_score_codex":0.0045737363,"about_ca_system_score_gemma":0.014613205,"threshold_uncertainty_score":0.10481709},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97944874,0.0006333654,0.0046959105,0.004633626,0.00014902296,0.00070897077,0.00030544825,0.000029346686,0.009395638],"genre_scores_gemma":[0.99163646,0.0006262835,0.0019544484,0.001822284,0.000031452866,0.00069093873,0.00008288402,0.00002492116,0.0031302979],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9808249,0.015939832,0.00036250113,0.0005647729,0.0007982955,0.001509659],"domain_scores_gemma":[0.96871,0.024674289,0.0013154517,0.0004954898,0.0022399954,0.0025648852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016133804,0.0004329605,0.0005295557,0.0010386801,0.00864419,0.0032605492,0.0012548072,0.0014278737,0.003958245],"category_scores_gemma":[0.021809397,0.00040579154,0.00038779725,0.0010580543,0.0054613464,0.0026376108,0.0049799844,0.0026417032,0.00033118358],"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":[0.00004290119,0.000099254816,0.0031290362,0.00016932526,0.0000043741975,0.0007357469,0.9877721,0.000049652663,0.0005457401,0.0009905486,0.00079764856,0.0056637833],"study_design_scores_gemma":[0.00000623999,0.00006936815,0.0011845437,0.00013733859,0.0000028364063,0.00018859887,0.9912849,0.000082173014,0.0002249608,0.00016712183,0.0066418275,0.000009923947],"about_ca_topic_score_codex":0.009591992,"about_ca_topic_score_gemma":0.015448424,"teacher_disagreement_score":0.016133804,"about_ca_system_score_codex":0.006592726,"about_ca_system_score_gemma":0.007133668,"threshold_uncertainty_score":0.085324705},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54854894,0.001170564,0.433264,0.0009734167,0.00016138775,0.00030593993,0.0008721894,0.00085583713,0.013847686],"genre_scores_gemma":[0.9396541,0.00054095476,0.057270225,0.00009072572,0.000056034223,0.00020736134,0.00035573068,0.00011886543,0.0017060495],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997881,0.000056768626,0.000013526942,0.000029195884,0.0000781034,0.000034447217],"domain_scores_gemma":[0.99872655,0.00085673656,0.00016268184,0.00007182341,0.00011051119,0.0000717347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006285581,0.0007688785,0.0005640897,0.0009791893,0.0005481732,0.001436365,0.0012913838,0.0016339639,0.0020261777],"category_scores_gemma":[0.0033739002,0.00042415294,0.00083909126,0.0004035021,0.00074664596,0.0009900621,0.0009712915,0.0010034761,0.00037336862],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023457715,0.000037029073,0.0029538486,0.00005496597,0.000018364366,0.0001306035,0.000077093275,0.99020326,0.0018620435,0.00091276166,0.000172186,0.0035543435],"study_design_scores_gemma":[0.0000033456597,0.000009143424,0.00035972748,0.0000056132903,0.000003353486,0.000020905607,0.000014471503,0.99862254,0.00019922254,0.0005127285,0.00024367691,0.0000053283093],"about_ca_topic_score_codex":0.008864809,"about_ca_topic_score_gemma":0.0067710467,"teacher_disagreement_score":0.008864809,"about_ca_system_score_codex":0.0006701174,"about_ca_system_score_gemma":0.0010657524,"threshold_uncertainty_score":0.017626464},"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":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97775763,0.0037369365,0.0018133196,0.0009101181,0.000055455122,0.000082283,0.009385693,0.000077226614,0.0061812885],"genre_scores_gemma":[0.99357104,0.00095964555,0.0010495465,0.000046909336,0.000100268226,0.000058223264,0.003940786,0.000015579622,0.00025793494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99278545,0.0022466506,0.0016427038,0.00082607736,0.0021069925,0.00039216448],"domain_scores_gemma":[0.92332053,0.036561355,0.028040217,0.0038583104,0.006793363,0.0014262937],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.007385484,0.00027052016,0.00071308925,0.047892895,0.0007160024,0.0030011798,0.0005873414,0.00043974823,0.0026878153],"category_scores_gemma":[0.06328025,0.00015178404,0.00078879565,0.07962518,0.00069764804,0.0023423398,0.0021102873,0.00030891947,0.0005558703],"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":[0.00006579558,0.00002302736,0.9753493,0.0004437639,0.00036324805,0.00008780523,0.000984553,0.00051782,0.00021835524,0.000987931,0.0014469426,0.019511402],"study_design_scores_gemma":[0.00001001232,0.000041639974,0.98981994,0.00017155395,0.00016758569,0.00027076082,0.0021261596,0.0015954648,0.00019638769,0.0011592472,0.004423916,0.000017423901],"about_ca_topic_score_codex":0.006145377,"about_ca_topic_score_gemma":0.006760639,"teacher_disagreement_score":0.9926145,"about_ca_system_score_codex":0.0013661588,"about_ca_system_score_gemma":0.0019235223,"threshold_uncertainty_score":0.039058626},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021248187,0.99671555,0.00031868892,0.00016728653,0.000088872155,0.00017737152,0.00028724695,0.000011814696,0.00010834276],"genre_scores_gemma":[0.10027685,0.8947752,0.0023896943,0.00080563396,0.00022838639,0.00086276757,0.0005103207,0.000017478935,0.00013356733],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9837489,0.008360245,0.004476163,0.0014599073,0.0015924864,0.00036234522],"domain_scores_gemma":[0.96300507,0.028236011,0.0055230204,0.0008317434,0.0020618727,0.00034226282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019879296,0.003273138,0.02216952,0.009236447,0.00063856575,0.0037027153,0.0025177787,0.0022769147,0.0030776805],"category_scores_gemma":[0.05145866,0.001867855,0.03147448,0.009964985,0.0010908616,0.0020385154,0.0017980285,0.0019040365,0.00025926402],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013294242,0.000025970317,0.0049577253,0.45881632,0.5188725,0.0001299056,0.00008931005,0.0005724683,0.00016010908,0.00012795565,0.0005701392,0.014348103],"study_design_scores_gemma":[0.00048289384,0.00018069024,0.0039860504,0.04837713,0.9449178,0.00010438995,0.000046302797,0.00020338425,0.000111732166,0.00022613653,0.0013364648,0.000027059565],"about_ca_topic_score_codex":0.010058468,"about_ca_topic_score_gemma":0.021109145,"teacher_disagreement_score":0.02216952,"about_ca_system_score_codex":0.0034780686,"about_ca_system_score_gemma":0.005281224,"threshold_uncertainty_score":0.105133},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993642,0.000031962678,0.000019946112,0.00007436523,0.0000019065329,0.000008665282,0.00009958552,7.0850916e-7,0.00039874177],"genre_scores_gemma":[0.9997452,0.0000446128,0.000027295013,0.00004322479,0.0000016432515,0.000006966839,0.00007625573,2.8526307e-7,0.00005442392],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992879,0.00028187022,0.00006439052,0.000049720136,0.000092883325,0.00022319834],"domain_scores_gemma":[0.9980356,0.00042198386,0.0007063204,0.000053073294,0.00020177412,0.00058121805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001617141,0.00026261312,0.00023919466,0.000818024,0.00078735343,0.0010044235,0.00018478985,0.00047844453,0.0020623715],"category_scores_gemma":[0.002623701,0.0002149689,0.00035976563,0.0007585598,0.00085873855,0.0006968334,0.0012419944,0.0005610743,0.00015021177],"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":[0.00007487264,0.00007403718,0.9867678,0.000044800254,0.000033534965,0.00012844542,0.008827189,0.00010411515,0.00037002217,0.000094649055,0.0003143052,0.0031662069],"study_design_scores_gemma":[0.00001105533,0.00025006535,0.95987076,0.00005002438,0.000016582695,0.00009319484,0.038496844,0.00018204305,0.0001794814,0.000051444065,0.00078352215,0.000015007012],"about_ca_topic_score_codex":0.014990466,"about_ca_topic_score_gemma":0.01275216,"teacher_disagreement_score":0.014990466,"about_ca_system_score_codex":0.0005501474,"about_ca_system_score_gemma":0.00053852226,"threshold_uncertainty_score":0.029806435},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014395353,0.9971642,0.00018911374,0.0002207647,0.000083769504,0.00021361405,0.000535729,0.000009642339,0.00014360901],"genre_scores_gemma":[0.04471806,0.9519297,0.0012716692,0.00059173396,0.00013576784,0.00066068023,0.00060435256,0.000008567537,0.000079471174],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9886973,0.0042871935,0.0041404823,0.001012365,0.0015711173,0.00029157414],"domain_scores_gemma":[0.9350186,0.05072464,0.0093627395,0.0009797867,0.0035111362,0.0004031252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011603458,0.0016737165,0.011182945,0.007972607,0.00062661746,0.002753352,0.0020920706,0.0017910106,0.0032360817],"category_scores_gemma":[0.071917325,0.0010297043,0.013031432,0.008390751,0.0010950264,0.0019166633,0.0016727669,0.001216746,0.00021251116],"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":[0.00046908687,0.000021610285,0.0040563503,0.91982186,0.037251797,0.0000713759,0.00014633419,0.00017834576,0.00008067473,0.00016818501,0.0009712493,0.036763098],"study_design_scores_gemma":[0.0006304749,0.00031896232,0.013459592,0.67006683,0.30533776,0.00028256042,0.00019818803,0.00020522546,0.0001664128,0.00045195376,0.008817488,0.00006454042],"about_ca_topic_score_codex":0.011675511,"about_ca_topic_score_gemma":0.022518089,"teacher_disagreement_score":0.011675511,"about_ca_system_score_codex":0.0028471397,"about_ca_system_score_gemma":0.011860908,"threshold_uncertainty_score":0.061365664},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037036298,0.99423486,0.0006918193,0.00027537232,0.00011678003,0.00016758672,0.00061517867,0.000027120843,0.0001676537],"genre_scores_gemma":[0.22972369,0.76233673,0.0037979493,0.0010779338,0.00044588107,0.0010197995,0.0013749823,0.000034722532,0.00018827229],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9862992,0.007245397,0.0030021758,0.0016837918,0.001395,0.00037433635],"domain_scores_gemma":[0.9582918,0.03300764,0.0051038894,0.0012649783,0.0020102677,0.00032135888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021333078,0.0028950695,0.018646235,0.0069976565,0.00069002836,0.0032772443,0.0021916546,0.002136276,0.0029767388],"category_scores_gemma":[0.049677458,0.0014568523,0.03961737,0.008034746,0.00090568553,0.0017679957,0.0016068707,0.0018493817,0.00025828258],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014598414,0.000023872824,0.008727942,0.27094898,0.7018235,0.000106435335,0.00007045769,0.0010638444,0.00013243212,0.0001552098,0.0007712253,0.014716293],"study_design_scores_gemma":[0.00048239858,0.00013214935,0.0048967544,0.023160659,0.9694846,0.00008782668,0.000024126923,0.00033020548,0.0000772992,0.0002849223,0.0010159282,0.000023135375],"about_ca_topic_score_codex":0.007898312,"about_ca_topic_score_gemma":0.013125625,"teacher_disagreement_score":0.021333078,"about_ca_system_score_codex":0.0024920793,"about_ca_system_score_gemma":0.0043100053,"threshold_uncertainty_score":0.11282146},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978969,0.0002374501,0.00020328088,0.00006723154,0.0000058823175,0.0000101607875,0.000482359,0.0000019910017,0.0010948088],"genre_scores_gemma":[0.999577,0.000062386534,0.000085051535,0.000004576127,0.0000024209317,0.000008715143,0.00016758304,8.2522473e-7,0.0000914681],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99971515,0.00010080143,0.000033026823,0.0000521427,0.000033632197,0.00006530282],"domain_scores_gemma":[0.9992482,0.0002484493,0.000261093,0.00005413056,0.000101072605,0.00008707778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053880387,0.00023202974,0.00021179671,0.0013736319,0.0004550148,0.00061962276,0.00024425492,0.00020936283,0.0023060972],"category_scores_gemma":[0.0026261515,0.00018200927,0.0003726846,0.0014608998,0.0003613132,0.00042055378,0.000805027,0.00035513498,0.0001709],"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":[0.000035812547,0.000015334177,0.9971982,0.000012303979,0.000028216995,0.00009858181,0.00026881116,0.00017532207,0.00004095807,0.00019615957,0.00013986549,0.0017904661],"study_design_scores_gemma":[0.0000021480387,0.000029479634,0.9956109,0.000044221477,0.000035184792,0.00014911575,0.0019777287,0.0014766586,0.000048482547,0.00023458172,0.00038556263,0.000005816577],"about_ca_topic_score_codex":0.028723864,"about_ca_topic_score_gemma":0.027053924,"teacher_disagreement_score":0.028723864,"about_ca_system_score_codex":0.00051675155,"about_ca_system_score_gemma":0.00045495149,"threshold_uncertainty_score":0.05711335},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91329306,0.01790061,0.0027649358,0.002301974,0.0029830069,0.04963079,0.0042467,0.0004765322,0.0064024394],"genre_scores_gemma":[0.9116351,0.00894846,0.00676495,0.0043795425,0.0013848599,0.055231716,0.0024524438,0.00006928933,0.009133585],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9989164,0.0005774475,0.00008410017,0.00021001526,0.00007730496,0.00013485877],"domain_scores_gemma":[0.9986166,0.0003928704,0.00038739602,0.00013155061,0.00017843462,0.0002932257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027941894,0.0024687627,0.004240649,0.0005938621,0.00074867695,0.0015359869,0.001152689,0.0036128468,0.01186183],"category_scores_gemma":[0.0031095257,0.0010529608,0.002281649,0.0006205021,0.0014579298,0.0010698023,0.0004820601,0.0031904548,0.0016440041],"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":[0.98461956,0.006036076,0.00016435515,0.0013415331,0.0009124353,0.000020978174,0.000029708935,0.00009370481,0.0020040523,0.00005821461,0.00046641848,0.0042529004],"study_design_scores_gemma":[0.95547926,0.042921893,0.00040521417,0.00005889107,0.0003929651,0.0000094731095,0.000012881376,0.00008741052,0.00017802298,0.000068880196,0.00037868848,0.000006524366],"about_ca_topic_score_codex":0.0011724371,"about_ca_topic_score_gemma":0.0024872983,"teacher_disagreement_score":0.01186183,"about_ca_system_score_codex":0.0009258011,"about_ca_system_score_gemma":0.0019524095,"threshold_uncertainty_score":0.039681792},"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":"editorial","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022896454,0.32828003,0.008668939,0.119098514,0.3880178,0.0042558834,0.1392636,0.001982174,0.008143415],"genre_scores_gemma":[0.13052389,0.45167297,0.03420647,0.11302734,0.0978358,0.029728564,0.07029301,0.0035231668,0.06918875],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.98152614,0.008874409,0.0043805228,0.0015304332,0.0029881087,0.00070043985],"domain_scores_gemma":[0.91496426,0.051995452,0.0098944185,0.0026423163,0.019655015,0.0008486376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025492111,0.002235446,0.006054276,0.0057444614,0.00077912916,0.0029890426,0.003181691,0.0027838477,0.095391676],"category_scores_gemma":[0.2278854,0.0013041184,0.006273724,0.010904518,0.0009001533,0.003286199,0.001663659,0.0038115324,0.011953526],"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":[0.00088841957,0.000013382062,0.0011052823,0.1969379,0.0052300985,0.0003000101,0.00018448876,0.00023932592,0.00010166686,0.001483568,0.7600256,0.033490263],"study_design_scores_gemma":[0.008137009,0.00029923936,0.013104766,0.39622208,0.046768244,0.0013521642,0.00048855913,0.0012176274,0.0008224702,0.0091349585,0.5220105,0.00044230555],"about_ca_topic_score_codex":0.010090215,"about_ca_topic_score_gemma":0.017809534,"teacher_disagreement_score":0.095391676,"about_ca_system_score_codex":0.0038766705,"about_ca_system_score_gemma":0.011252882,"threshold_uncertainty_score":0.31911695},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012168825,0.9963552,0.0003610464,0.00030050753,0.00010174996,0.0005548323,0.0008953194,0.0000128129805,0.00020172061],"genre_scores_gemma":[0.04788068,0.9441268,0.0028305382,0.0011285839,0.00018074503,0.0026164185,0.0011004346,0.000016474678,0.00011937417],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.970681,0.010245196,0.01257356,0.0018739533,0.0040840674,0.00054226426],"domain_scores_gemma":[0.83534694,0.13153686,0.022273248,0.0025568267,0.0074679963,0.0008181814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026671626,0.0018128348,0.011379366,0.022460235,0.0008011749,0.003762015,0.003024105,0.0023027894,0.0037637667],"category_scores_gemma":[0.11596434,0.001209903,0.010180684,0.019257475,0.0014411069,0.0037601262,0.0024024495,0.0012983265,0.00029767194],"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":[0.00017471412,0.0000074190534,0.0022080787,0.96023124,0.01452685,0.000067206354,0.0002402134,0.00008939623,0.00008322257,0.00018080593,0.0009864239,0.021204434],"study_design_scores_gemma":[0.00026106054,0.0001003174,0.0065626455,0.89206886,0.092441864,0.0002315117,0.0002647641,0.00011557224,0.0001220869,0.0003823187,0.007403466,0.000045392226],"about_ca_topic_score_codex":0.0075514247,"about_ca_topic_score_gemma":0.019361628,"teacher_disagreement_score":0.026671626,"about_ca_system_score_codex":0.004957089,"about_ca_system_score_gemma":0.01413011,"threshold_uncertainty_score":0.14105475},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97344345,0.0003599261,0.017873801,0.001458419,0.000046456214,0.00020241647,0.0040312232,0.0003570063,0.0022273352],"genre_scores_gemma":[0.98140955,0.000116077696,0.015229089,0.00016376576,0.000021437369,0.00006945244,0.00256647,0.000010191713,0.0004139557],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993892,0.00027826644,0.000081776496,0.000106573585,0.000088631015,0.000055563716],"domain_scores_gemma":[0.99032825,0.007551751,0.0010277166,0.00016819785,0.0007446788,0.00017942702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001252301,0.00043644418,0.00020015694,0.0014172212,0.00029171945,0.0010551644,0.00032108952,0.000514686,0.0014700323],"category_scores_gemma":[0.011060811,0.000120782366,0.00049156795,0.0006540122,0.00023033866,0.00077174394,0.0003285733,0.00062791293,0.0006232392],"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":[0.0009877991,0.0007131827,0.8015942,0.0003307826,0.00021125958,0.00093024585,0.0010745676,0.048556227,0.005558154,0.00054820423,0.0063017765,0.13319351],"study_design_scores_gemma":[0.00009643478,0.0006289948,0.3098653,0.0001571906,0.00018614937,0.0012645053,0.0021566816,0.6698752,0.007669071,0.0042912704,0.003708731,0.00010040596],"about_ca_topic_score_codex":0.012541258,"about_ca_topic_score_gemma":0.021746274,"teacher_disagreement_score":0.012541258,"about_ca_system_score_codex":0.0010067798,"about_ca_system_score_gemma":0.001062144,"threshold_uncertainty_score":0.024936557},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015749354,0.9969171,0.0003780748,0.00014120969,0.00012525528,0.0004487519,0.00024831147,0.000019968347,0.00014641325],"genre_scores_gemma":[0.04980097,0.94499063,0.0021833335,0.0005618768,0.00017297808,0.0016772768,0.00040613313,0.000019299941,0.00018749411],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98840755,0.0056229155,0.0032184022,0.0009078257,0.0014761339,0.0003671153],"domain_scores_gemma":[0.9800816,0.0147350775,0.0028773798,0.000498915,0.0015446264,0.00026228162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017044494,0.0033534518,0.024748577,0.008001344,0.0008372615,0.0035671922,0.0026090716,0.0025606712,0.004489678],"category_scores_gemma":[0.040750895,0.0016965275,0.038754016,0.0085197855,0.00079683017,0.0021708845,0.0018373749,0.0023209366,0.00033055682],"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":[0.0017812137,0.000049489456,0.0013904583,0.5998915,0.3764845,0.00008614659,0.00007991883,0.00041991565,0.000116344214,0.000140305,0.0005550827,0.019005144],"study_design_scores_gemma":[0.0008801715,0.00028335163,0.0017569299,0.07104457,0.9237078,0.00007102034,0.000048595542,0.00014296788,0.00010342193,0.00017386758,0.0017664004,0.000021039792],"about_ca_topic_score_codex":0.009135559,"about_ca_topic_score_gemma":0.018457845,"teacher_disagreement_score":0.024748577,"about_ca_system_score_codex":0.0042396444,"about_ca_system_score_gemma":0.005964166,"threshold_uncertainty_score":0.090141},"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":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000950267,0.0012098347,0.0016926503,0.044303898,0.9367377,0.000036080506,0.0053437566,0.00047097786,0.009254818],"genre_scores_gemma":[0.0678699,0.015820505,0.016441867,0.053090595,0.18889709,0.0003926831,0.018346367,0.004838594,0.63430244],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9973749,0.00047248957,0.000524828,0.0003500849,0.0011437896,0.00013394305],"domain_scores_gemma":[0.9736249,0.0067250356,0.000856661,0.0012222604,0.017040469,0.0005306797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002714873,0.0013411038,0.0011829659,0.0036551007,0.0023687007,0.003547653,0.0018579625,0.0020706977,0.062026553],"category_scores_gemma":[0.058534674,0.0006549016,0.00088291086,0.0041160663,0.0011590939,0.0017694514,0.0015602978,0.004621593,0.020240132],"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":[0.000016639986,0.0000038327526,0.00026415833,0.00009265952,0.00000619189,0.00020693983,0.00008339584,0.00005120596,0.000021640139,0.0009031239,0.9917264,0.006623979],"study_design_scores_gemma":[0.000025412162,0.000015814383,0.0021110505,0.00071738276,0.000059440146,0.0007895388,0.0004349238,0.00047491633,0.00041525936,0.0015043586,0.9934077,0.000044228902],"about_ca_topic_score_codex":0.043899186,"about_ca_topic_score_gemma":0.04422407,"teacher_disagreement_score":0.062026553,"about_ca_system_score_codex":0.0024626474,"about_ca_system_score_gemma":0.005051263,"threshold_uncertainty_score":0.2074995},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030906054,0.00024288251,0.98919046,0.00046614546,0.000046793684,0.00013269931,0.00035162503,0.0045350236,0.001943746],"genre_scores_gemma":[0.14105581,0.00058413803,0.84725636,0.00067292,0.00012265341,0.0007553961,0.0030166998,0.0009997919,0.0055362787],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998966,0.00024567512,0.00008863776,0.00022999835,0.00037800372,0.00009178108],"domain_scores_gemma":[0.99771345,0.0009550154,0.00014419257,0.0002163287,0.000844115,0.00012693704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028530634,0.00136886,0.0007251225,0.0015253208,0.0007186486,0.002027858,0.002954634,0.0012897821,0.0052278964],"category_scores_gemma":[0.0070258067,0.00070724724,0.0020092442,0.00082079397,0.000611818,0.0014640626,0.0021018272,0.0026386245,0.0023146824],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007539697,0.00010868467,0.0025068268,0.00018819203,0.0001356329,0.00018401814,0.00018494356,0.81767136,0.0035014895,0.01820723,0.01069685,0.14653946],"study_design_scores_gemma":[0.000006038157,0.0000104450455,0.000089173474,0.000017283111,0.000013455968,0.000023744411,0.00000905784,0.9895734,0.00062826916,0.00631149,0.0033111325,0.0000065588465],"about_ca_topic_score_codex":0.02341507,"about_ca_topic_score_gemma":0.032533478,"teacher_disagreement_score":0.02341507,"about_ca_system_score_codex":0.0019838966,"about_ca_system_score_gemma":0.004399942,"threshold_uncertainty_score":0.046557546},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860162,0.00039005055,0.012537599,0.00011290378,0.000008853603,0.000013134661,0.00050327764,0.00008521929,0.00033270614],"genre_scores_gemma":[0.99715495,0.000068291774,0.0024577668,0.000026694192,0.0000061608434,0.000012975659,0.00018921806,0.0000100046145,0.00007396429],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846894,0.0006105511,0.00006285048,0.00059663464,0.00014658048,0.00011450797],"domain_scores_gemma":[0.9965682,0.0021586923,0.0007374555,0.0003524266,0.00006890022,0.00011422591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019050527,0.000364206,0.0004968593,0.0010807202,0.0002386616,0.0005662914,0.00037320793,0.0004177578,0.0017254961],"category_scores_gemma":[0.004801274,0.00020008556,0.00074693066,0.0008360513,0.00040461394,0.00024356911,0.00041409538,0.00035176007,0.00009374974],"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":[0.0038199176,0.00019479282,0.8277355,0.0002228968,0.0029249329,0.0030586002,0.0003580244,0.011203462,0.10224911,0.005236327,0.00080534065,0.04219119],"study_design_scores_gemma":[0.00009811079,0.0004144508,0.933613,0.00002403004,0.0011189521,0.0024306122,0.0001276443,0.044287987,0.006060252,0.01077,0.0010083398,0.000046619043],"about_ca_topic_score_codex":0.00081076584,"about_ca_topic_score_gemma":0.0006732496,"teacher_disagreement_score":0.0019050527,"about_ca_system_score_codex":0.00024455553,"about_ca_system_score_gemma":0.00025787263,"threshold_uncertainty_score":0.010075033},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99671423,0.0006769422,0.0015648246,0.000016589132,0.0000033705442,0.0000128786905,0.00032078548,0.0000330881,0.0006572838],"genre_scores_gemma":[0.9960968,0.00035811565,0.0022092995,0.000015883481,0.0000055536984,0.000024893083,0.000573149,0.000009026826,0.00070733286],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999585,0.0000054945544,0.0000026713865,0.000011791308,0.000009501022,0.000011981346],"domain_scores_gemma":[0.99994826,0.000011778487,0.000012640955,0.000005004148,0.000010426287,0.000011998432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007453049,0.00008806234,0.00013097297,0.00057590596,0.00008160869,0.0002672646,0.0000634101,0.00016120159,0.0008695314],"category_scores_gemma":[0.0000830576,0.00007402335,0.00011591381,0.0002620429,0.00006444159,0.00006728607,0.000097464326,0.0001399133,0.00023843982],"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":[0.00018288911,0.000022137383,0.014452442,0.000040399438,0.000013935864,0.00011295736,0.000050031056,0.00009465541,0.9812943,0.00004328667,0.00008492757,0.003608095],"study_design_scores_gemma":[0.000015133891,0.00018217313,0.5477781,0.000011158734,0.00005541843,0.002499003,0.00017110564,0.0048215454,0.44130644,0.00012112119,0.0030256212,0.00001317466],"about_ca_topic_score_codex":0.00051851594,"about_ca_topic_score_gemma":0.0003864445,"teacher_disagreement_score":0.0008695314,"about_ca_system_score_codex":0.00009183542,"about_ca_system_score_gemma":0.00004336955,"threshold_uncertainty_score":0.0029088855},"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":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08235325,0.00065276265,0.91489226,0.0004581199,0.000018240451,0.000048714035,0.000069346635,0.00082145067,0.00068583153],"genre_scores_gemma":[0.5583323,0.00032284018,0.44013214,0.00014811702,0.000039165665,0.0000938699,0.00017329422,0.00006057091,0.0006977918],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995728,0.00017450636,0.000018934747,0.00007424921,0.00012953108,0.00003001204],"domain_scores_gemma":[0.9989324,0.0005275869,0.0002251356,0.00006846318,0.00021073347,0.00003552819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001485148,0.00056609657,0.00032513594,0.00076867046,0.00015864075,0.00053246296,0.00047714196,0.0006303342,0.00060209667],"category_scores_gemma":[0.0031410842,0.0002024502,0.00043431637,0.0003683882,0.0004874325,0.00055506104,0.00045373227,0.0007154659,0.00037135553],"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":[0.00039324805,0.00030038552,0.014543385,0.00022653646,0.00010687801,0.00008367203,0.00015293297,0.35670933,0.100819945,0.0034647651,0.002043239,0.5211557],"study_design_scores_gemma":[0.0000072020584,0.00006923705,0.0019199154,0.000015324866,0.0000119429305,0.00005852276,0.000015052998,0.9804937,0.014845547,0.0020046008,0.00054966856,0.000009295418],"about_ca_topic_score_codex":0.0012695374,"about_ca_topic_score_gemma":0.0018207056,"teacher_disagreement_score":0.001485148,"about_ca_system_score_codex":0.000532745,"about_ca_system_score_gemma":0.0005291031,"threshold_uncertainty_score":0.007854342},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005138463,0.99872017,0.00009274995,0.00017939435,0.000053705204,0.00013554447,0.00015074917,0.000005000872,0.00014886135],"genre_scores_gemma":[0.012813474,0.985564,0.00055093196,0.00047640508,0.00007284043,0.00031416432,0.00014641117,0.0000034611376,0.00005841723],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9930419,0.0030397987,0.0021665301,0.00044698792,0.0010845591,0.00022017477],"domain_scores_gemma":[0.96714145,0.024560798,0.005308159,0.0004425639,0.002173485,0.00037351978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008815666,0.001312757,0.00993724,0.008051138,0.00052456936,0.002386016,0.0020176615,0.0018539255,0.0046723527],"category_scores_gemma":[0.031521704,0.00085715106,0.0077459137,0.008194251,0.00088215317,0.0021178024,0.00136771,0.0011752291,0.00027015418],"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":[0.0003060075,0.000014586388,0.00043959307,0.9519652,0.011603818,0.00006326528,0.00009855088,0.00009746927,0.00009944619,0.00016344043,0.00097295234,0.034175638],"study_design_scores_gemma":[0.0005987229,0.0002866016,0.002893042,0.88219726,0.098744966,0.00027356192,0.0001753194,0.000120329656,0.0001443708,0.00041800027,0.014115336,0.00003249404],"about_ca_topic_score_codex":0.006238787,"about_ca_topic_score_gemma":0.017064022,"teacher_disagreement_score":0.00993724,"about_ca_system_score_codex":0.003219814,"about_ca_system_score_gemma":0.008961262,"threshold_uncertainty_score":0.046622217},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968297,0.00038362047,0.0014842435,0.0000738739,0.000012023731,0.000014810897,0.0006671881,0.000029577433,0.00050499977],"genre_scores_gemma":[0.99864465,0.00009092145,0.00070717616,0.000011993021,0.0000066246353,0.000020902782,0.00032131237,0.000012603784,0.0001838155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979802,0.0010059429,0.00011041512,0.0004413872,0.00028389462,0.00017822468],"domain_scores_gemma":[0.99675554,0.0012331314,0.0009658683,0.000543998,0.00021154765,0.0002898894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019145819,0.0004146927,0.00055099826,0.0012800931,0.00044501878,0.00087028864,0.0005277993,0.0004379794,0.0038561693],"category_scores_gemma":[0.0050946097,0.00021991061,0.0014024957,0.002241894,0.00032709748,0.00026216384,0.00068723195,0.00068740034,0.00022709055],"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":[0.00082785246,0.000044939577,0.99289036,0.000018559671,0.0013650437,0.000089625755,0.000077869176,0.00021649704,0.0007285762,0.00009544088,0.00018285414,0.0034622618],"study_design_scores_gemma":[0.000026568101,0.00022634657,0.99420506,0.00001151463,0.00054169755,0.0003100389,0.00013225676,0.003642532,0.00026102393,0.00013430133,0.0004998614,0.000008771481],"about_ca_topic_score_codex":0.013258072,"about_ca_topic_score_gemma":0.008034742,"teacher_disagreement_score":0.013258072,"about_ca_system_score_codex":0.00047672624,"about_ca_system_score_gemma":0.0006881508,"threshold_uncertainty_score":0.026361823},"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":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0342689,0.014256095,0.010277081,0.8390019,0.00889826,0.00016690094,0.000096569885,0.00028229677,0.09275198],"genre_scores_gemma":[0.64422774,0.045921553,0.03167518,0.2417052,0.0043531214,0.0005948528,0.00019815243,0.00017695027,0.031147335],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99664587,0.0018682091,0.00011005014,0.00016578705,0.00052531686,0.000684736],"domain_scores_gemma":[0.99403197,0.0024983939,0.0004387968,0.00037046417,0.00075866794,0.0019017521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004425146,0.0005628738,0.0003822077,0.00078078214,0.003319459,0.0042575593,0.0012288287,0.0054196725,0.013190409],"category_scores_gemma":[0.010996191,0.00019386181,0.0013756106,0.00037322874,0.006035862,0.007941825,0.01221221,0.0064297197,0.0030702555],"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":[0.00026146095,0.0018659373,0.011691555,0.003008628,0.00015300895,0.001239937,0.04387073,0.0008089597,0.002119336,0.11200991,0.28888336,0.5340872],"study_design_scores_gemma":[0.00016111798,0.000683356,0.010161328,0.0036614689,0.0001014404,0.00095240603,0.056689713,0.0002973741,0.0015085579,0.08515269,0.840528,0.00010246675],"about_ca_topic_score_codex":0.0029335762,"about_ca_topic_score_gemma":0.013142907,"teacher_disagreement_score":0.013190409,"about_ca_system_score_codex":0.0019335265,"about_ca_system_score_gemma":0.008364764,"threshold_uncertainty_score":0.04412633},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9647548,0.008398373,0.010936065,0.0005307613,0.00022951073,0.0014555231,0.0045680306,0.0002356068,0.008891293],"genre_scores_gemma":[0.96596485,0.0102844015,0.008202865,0.00033152432,0.00006663977,0.00068771606,0.0036762059,0.0000336042,0.010752037],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999269,0.00001342729,0.0000067105625,0.000013379152,0.000014605058,0.000024964218],"domain_scores_gemma":[0.99990654,0.000009330428,0.000021200472,0.000010195572,0.000016375068,0.000036360387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022543762,0.0005366704,0.00041408985,0.00035460503,0.00020431473,0.0002537968,0.00052762526,0.00040728645,0.003579724],"category_scores_gemma":[0.00014518015,0.00022145461,0.00038383258,0.0002738248,0.00021929585,0.00024285953,0.0001503125,0.0007556356,0.0010952401],"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":[0.0021422142,0.0010826101,0.00028793208,0.00037914902,0.000055366792,0.00024507823,0.000048480968,0.0011305338,0.9776294,0.0004680046,0.0007683997,0.015762847],"study_design_scores_gemma":[0.0030979114,0.04072491,0.002954637,0.00007889923,0.00035124514,0.0010275498,0.000099404664,0.0020667538,0.9183809,0.00024848455,0.030928059,0.000041219755],"about_ca_topic_score_codex":0.001016489,"about_ca_topic_score_gemma":0.0013673519,"teacher_disagreement_score":0.003579724,"about_ca_system_score_codex":0.00023001232,"about_ca_system_score_gemma":0.0005722904,"threshold_uncertainty_score":0.011975408},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016317226,0.030765144,0.04717655,0.038733438,0.00527216,0.0005145489,0.005023333,0.0010166954,0.855181],"genre_scores_gemma":[0.6034296,0.041071992,0.02664042,0.015620153,0.008063236,0.0006262978,0.007219117,0.0005390011,0.29679024],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.994624,0.0010393839,0.00024271767,0.00044253943,0.0032768603,0.00037445643],"domain_scores_gemma":[0.99213576,0.0024442335,0.00047804153,0.0009595227,0.0029755596,0.001006881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003146452,0.0005554307,0.0006756851,0.0021409853,0.0008865952,0.0045342734,0.0015777008,0.0032606127,0.049244855],"category_scores_gemma":[0.022616623,0.00029511465,0.0011388963,0.002279362,0.0010299177,0.0023950941,0.0012270954,0.003046214,0.01027024],"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":[0.0003441249,0.00019706768,0.002313733,0.0003452455,0.000095662705,0.00023649611,0.00005821019,0.0060633137,0.0012570639,0.42607525,0.15180203,0.41121182],"study_design_scores_gemma":[0.00015204676,0.00043065986,0.0056995223,0.0005499547,0.0000792896,0.001218669,0.000077908764,0.010618702,0.0017570234,0.124181844,0.8551678,0.00006668396],"about_ca_topic_score_codex":0.0034584042,"about_ca_topic_score_gemma":0.0017344482,"teacher_disagreement_score":0.049244855,"about_ca_system_score_codex":0.0029009902,"about_ca_system_score_gemma":0.0036144261,"threshold_uncertainty_score":0.16474044},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.869284,0.012482116,0.11327194,0.00026143595,0.00002811634,0.0000443886,0.00038098008,0.0002909811,0.003956058],"genre_scores_gemma":[0.9415741,0.0038443848,0.0532945,0.00005018534,0.00003168037,0.000029893192,0.00022513075,0.000050687162,0.00089957716],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989176,0.000030198215,0.000007432147,0.000028901726,0.000030690182,0.000011058796],"domain_scores_gemma":[0.9997347,0.000097935685,0.000057187845,0.00005009675,0.00003801667,0.0000220285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034965988,0.0002849838,0.00014805769,0.00084188464,0.00013902229,0.00055237225,0.00027176074,0.0004484682,0.0011033041],"category_scores_gemma":[0.0004630145,0.00027760453,0.00016448757,0.0003421546,0.00044020722,0.00046417123,0.00030571187,0.00039283978,0.00030763922],"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":[0.000105378516,0.000019714833,0.012530167,0.00024142947,0.000025666437,0.0004108532,0.00021538463,0.0017700751,0.9549182,0.0009193649,0.00016057366,0.028683148],"study_design_scores_gemma":[0.0000339753,0.0006717596,0.29399347,0.00022449203,0.0002565641,0.019536432,0.00063992525,0.026729992,0.62458277,0.0031862706,0.030069614,0.00007468492],"about_ca_topic_score_codex":0.0004506501,"about_ca_topic_score_gemma":0.00050758815,"teacher_disagreement_score":0.0011033041,"about_ca_system_score_codex":0.00019575139,"about_ca_system_score_gemma":0.00024996835,"threshold_uncertainty_score":0.003690958},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012875516,0.9978169,0.00008225651,0.00013522545,0.000053678432,0.00010766533,0.00035687417,0.0000052169144,0.00015462418],"genre_scores_gemma":[0.024609625,0.97391856,0.0003876243,0.00035356949,0.00007137546,0.00026661894,0.00032076918,0.000004787672,0.000067094035],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99111664,0.0026421228,0.0037183461,0.00074629864,0.0015379527,0.00023868657],"domain_scores_gemma":[0.9609874,0.02827503,0.007428569,0.00050294556,0.0024756913,0.00033036442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006990629,0.0012393567,0.008219848,0.009803427,0.00064305955,0.002486493,0.0018550643,0.0018420262,0.0038541497],"category_scores_gemma":[0.037664462,0.0008926292,0.009029982,0.011780802,0.00089027727,0.00184549,0.0013817048,0.0010125446,0.00024585705],"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":[0.0003044062,0.000012913514,0.0016363133,0.95748323,0.017318593,0.00008383353,0.00009236309,0.000072349845,0.000087885455,0.00012015348,0.0007272812,0.022060705],"study_design_scores_gemma":[0.00039637907,0.00030549764,0.010097752,0.79153633,0.18431827,0.00051783456,0.00025033441,0.00012653647,0.00021925011,0.00029013696,0.011892138,0.0000495291],"about_ca_topic_score_codex":0.009169367,"about_ca_topic_score_gemma":0.025361743,"teacher_disagreement_score":0.009803427,"about_ca_system_score_codex":0.0031514943,"about_ca_system_score_gemma":0.008964236,"threshold_uncertainty_score":0.036970437},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98403704,0.0010943877,0.0006826167,0.0005251583,0.000046474008,0.00009616716,0.009347012,0.000032396256,0.004138823],"genre_scores_gemma":[0.9927456,0.0003386572,0.0005671485,0.00018519917,0.000028358667,0.00008611478,0.0056696706,0.00000789498,0.00037127067],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999542,0.00011548846,0.000080515754,0.00007510335,0.00011897925,0.00006781709],"domain_scores_gemma":[0.99877304,0.00013338547,0.00052081567,0.00008835769,0.00029425666,0.00019021827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008961009,0.00017396081,0.00020428865,0.0010600948,0.00030032874,0.00036850004,0.00028781258,0.00025755592,0.0013738987],"category_scores_gemma":[0.0020609382,0.00011974876,0.000459772,0.0012651923,0.00013443142,0.00027384225,0.00044483683,0.0002226663,0.00024290467],"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":[0.00007636833,0.000026493408,0.994131,0.000016581556,0.000051358817,0.000032041014,0.000063216714,0.00009341399,0.0001581254,0.00016121431,0.001415404,0.003774868],"study_design_scores_gemma":[0.0000056334625,0.000019222312,0.99871826,0.000021386528,0.000016094269,0.000081103026,0.00008539442,0.00029857046,0.00005471662,0.00008609931,0.00061012607,0.0000034134057],"about_ca_topic_score_codex":0.029216124,"about_ca_topic_score_gemma":0.035005115,"teacher_disagreement_score":0.029216124,"about_ca_system_score_codex":0.00034928822,"about_ca_system_score_gemma":0.00057524955,"threshold_uncertainty_score":0.058092117},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99553764,0.0011072482,0.0013482017,0.00010925751,0.00002135305,0.00006279824,0.00047157108,0.000017874521,0.0013240416],"genre_scores_gemma":[0.99813443,0.00022957996,0.0008445581,0.000085058484,0.000009025973,0.000046430436,0.00027466012,0.000004559346,0.00037166246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994223,0.0002282509,0.00006734034,0.00012136611,0.00010984306,0.000050882663],"domain_scores_gemma":[0.99918014,0.00021794977,0.00013917599,0.00010183566,0.0002846195,0.00007626876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012879248,0.0003778664,0.0003585103,0.0003893616,0.00026012617,0.000527869,0.00030156018,0.0004769567,0.0010300237],"category_scores_gemma":[0.0028308723,0.00021098541,0.000242654,0.00048056216,0.00022059184,0.00020891635,0.0003435403,0.00032577387,0.0005012629],"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":[0.0008576142,0.00006548997,0.96657205,0.000078777884,0.0000923147,0.00019859377,0.00040748427,0.00021132457,0.014875116,0.000049195925,0.00032230953,0.01626985],"study_design_scores_gemma":[0.0000676311,0.0008022317,0.97622025,0.00006631781,0.00024404953,0.0011194639,0.0007232039,0.003171861,0.013828387,0.00017958962,0.0035498522,0.000027095935],"about_ca_topic_score_codex":0.0021217118,"about_ca_topic_score_gemma":0.0026741123,"teacher_disagreement_score":0.0021217118,"about_ca_system_score_codex":0.0002136334,"about_ca_system_score_gemma":0.0002324449,"threshold_uncertainty_score":0.006811261},"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":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029102594,0.01987216,0.018417573,0.9053998,0.007600577,0.0048949807,0.0007199665,0.00081685075,0.039367843],"genre_scores_gemma":[0.06273655,0.08760251,0.3210008,0.45771018,0.006088887,0.024055922,0.0017747668,0.00065027765,0.038380116],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9140924,0.05743576,0.0083753215,0.002572642,0.013086714,0.0044370606],"domain_scores_gemma":[0.7889793,0.124973975,0.010739504,0.009297138,0.04253379,0.023476299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.055731393,0.001803562,0.0016784966,0.0036101802,0.004525559,0.010846453,0.006369957,0.015841682,0.031014252],"category_scores_gemma":[0.23480758,0.0011333654,0.0049249893,0.002616537,0.004243698,0.0143830385,0.013108416,0.021075167,0.007034931],"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":[0.00021489683,0.002072136,0.0032443057,0.008052159,0.00039000323,0.0005385916,0.0039570215,0.0019387281,0.00050121936,0.02932993,0.44797742,0.50178355],"study_design_scores_gemma":[0.0018100799,0.00068713696,0.0072666546,0.08929795,0.001086125,0.0005429598,0.013863529,0.0020347976,0.0012211371,0.07745201,0.8043501,0.0003875828],"about_ca_topic_score_codex":0.013490393,"about_ca_topic_score_gemma":0.037693966,"teacher_disagreement_score":0.055731393,"about_ca_system_score_codex":0.0076424014,"about_ca_system_score_gemma":0.06066237,"threshold_uncertainty_score":0.29473937},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94856143,0.00033351165,0.046118636,0.001010422,0.000021373007,0.000119940945,0.0004411962,0.000071235474,0.0033222076],"genre_scores_gemma":[0.98332167,0.00013635137,0.015840625,0.00007284033,0.000012846982,0.00008524477,0.00020976242,0.0000070518618,0.00031353327],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986386,0.0009396978,0.000039741655,0.0001750737,0.00011816856,0.000088650646],"domain_scores_gemma":[0.99065065,0.0075393254,0.00069998996,0.00063019467,0.0003048998,0.00017487895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00238362,0.00032847622,0.0003583905,0.0011039738,0.000464963,0.0010395532,0.0007389498,0.0005462759,0.0014450448],"category_scores_gemma":[0.0136511335,0.00025773302,0.00045085375,0.0010061489,0.0010697086,0.0014258493,0.000960464,0.0006542307,0.00011847215],"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":[0.00037095335,0.0013149794,0.6327277,0.0006106824,0.0007554361,0.00039339587,0.0048231045,0.21992433,0.003169776,0.054226153,0.0019246981,0.079758875],"study_design_scores_gemma":[0.000052966716,0.0003583593,0.134724,0.00009764739,0.00014084279,0.00012328963,0.004024828,0.82836246,0.0011275653,0.027331814,0.0036110594,0.000045159162],"about_ca_topic_score_codex":0.03233573,"about_ca_topic_score_gemma":0.028058575,"teacher_disagreement_score":0.03233573,"about_ca_system_score_codex":0.0014226936,"about_ca_system_score_gemma":0.0017911257,"threshold_uncertainty_score":0.06429505},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99797004,0.00040862558,0.0007144958,0.00003413317,0.000018915425,0.000021911996,0.00022392519,0.000017314715,0.0005907277],"genre_scores_gemma":[0.99876046,0.00013275714,0.000624329,0.000028764542,0.0000106859825,0.000012586098,0.00029565487,0.0000025193283,0.00013231461],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99956757,0.00010257286,0.000072957366,0.00016113557,0.000056076104,0.000039686627],"domain_scores_gemma":[0.9991984,0.00035060506,0.00021644538,0.00006374409,0.00008629718,0.00008465096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078280445,0.0005332169,0.00046736255,0.0009760374,0.00018725029,0.00073355186,0.0001577571,0.0005633096,0.0010687312],"category_scores_gemma":[0.0022625066,0.00013618065,0.00036457635,0.00031693903,0.00026596262,0.0004340219,0.00049005955,0.00027512273,0.00029534235],"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":[0.001357967,0.000117124866,0.95679736,0.00006682936,0.0001507953,0.00019173692,0.00018103981,0.0002472525,0.012255363,0.000032193708,0.00019124422,0.02841108],"study_design_scores_gemma":[0.000024482271,0.0005820065,0.996092,0.000016990685,0.000045704848,0.00044748277,0.00021257276,0.0010526893,0.0011857006,0.000090956084,0.00023954803,0.000009945118],"about_ca_topic_score_codex":0.0010741287,"about_ca_topic_score_gemma":0.001803223,"teacher_disagreement_score":0.0010741287,"about_ca_system_score_codex":0.00013290804,"about_ca_system_score_gemma":0.00008174594,"threshold_uncertainty_score":0.0041399},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9997017,0.000034218625,0.0001206229,0.000013585394,0.0000040512787,0.000039264858,0.000022474467,0.0000017267872,0.000062280116],"genre_scores_gemma":[0.999311,0.00003667501,0.00036298897,0.000032972446,0.000011440923,0.00011340317,0.000061241735,7.7969696e-7,0.00006952072],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998338,0.000060891183,0.000015054372,0.000032433913,0.000018734165,0.00003903772],"domain_scores_gemma":[0.9996306,0.00009024795,0.0000801818,0.00003886005,0.000017813294,0.00014232335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037806298,0.00030080558,0.0004512289,0.00013892687,0.00019947391,0.00025207544,0.00015822743,0.00029753748,0.0017207635],"category_scores_gemma":[0.000929176,0.0001015074,0.0002679941,0.00008660661,0.00052609685,0.00023949155,0.00033070272,0.00042588238,0.000082935876],"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":[0.23344082,0.026955755,0.22822297,0.00090379774,0.0011656943,0.001693381,0.0021696691,0.0025536735,0.37664768,0.00039865717,0.0006950629,0.12515284],"study_design_scores_gemma":[0.010741543,0.39695522,0.56995773,0.000043147404,0.00030019862,0.0007632737,0.0006757127,0.001416873,0.017914431,0.00025286086,0.00093342003,0.000045593606],"about_ca_topic_score_codex":0.00023739364,"about_ca_topic_score_gemma":0.00045486822,"teacher_disagreement_score":0.0017207635,"about_ca_system_score_codex":0.00018812342,"about_ca_system_score_gemma":0.00030955867,"threshold_uncertainty_score":0.0057564974},"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":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08460229,0.0013944793,0.87282157,0.0015073633,0.00027632172,0.00077683927,0.024410753,0.0058650034,0.008345368],"genre_scores_gemma":[0.39280248,0.0014717104,0.5382385,0.00077174423,0.0001574142,0.002013946,0.058010593,0.0017114506,0.004822208],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9973035,0.0010114096,0.00024105309,0.0008791737,0.00045403658,0.00011078088],"domain_scores_gemma":[0.9935915,0.0026140187,0.00092511065,0.0017737334,0.00094519847,0.00015043914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056847828,0.0007384042,0.0005788493,0.003228417,0.00064159645,0.0019285345,0.0010585659,0.001169913,0.007660117],"category_scores_gemma":[0.01622241,0.0007405275,0.0013818068,0.0027208792,0.00093783584,0.0011501224,0.0024328434,0.0014006257,0.004128642],"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":[0.0010281083,0.00023219819,0.106195636,0.001618983,0.0012897198,0.0014398346,0.0033496877,0.110039614,0.025304098,0.025670134,0.11982389,0.604008],"study_design_scores_gemma":[0.00046977782,0.00058580516,0.20567833,0.0008248923,0.00078117487,0.006851902,0.0017775627,0.29932302,0.03690947,0.110983215,0.33534184,0.00047308952],"about_ca_topic_score_codex":0.009135206,"about_ca_topic_score_gemma":0.013503643,"teacher_disagreement_score":0.009135206,"about_ca_system_score_codex":0.0014911558,"about_ca_system_score_gemma":0.0020098886,"threshold_uncertainty_score":0.030064344},"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":"incentives","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"incentives","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050696496,0.0072428486,0.29298612,0.49418893,0.0075606816,0.013162286,0.0004139543,0.0016466326,0.13210206],"genre_scores_gemma":[0.46216896,0.0040451363,0.38363963,0.087907255,0.004026114,0.015010984,0.0006059738,0.0007200477,0.041875884],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.64728516,0.21667212,0.02405723,0.016751524,0.064704284,0.030529648],"domain_scores_gemma":[0.66726965,0.10310371,0.031246718,0.04107355,0.088479,0.068827406],"candidate_categories":["metaresearch","open_science"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.33708277,0.0015733076,0.001746658,0.009948462,0.02321358,0.029937612,0.010291492,0.010686239,0.014275397],"category_scores_gemma":[0.33189064,0.0016669647,0.0028795921,0.007221805,0.015893461,0.021627154,0.043058105,0.018900871,0.006287998],"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":[0.00028734384,0.0014650531,0.027813764,0.0014227406,0.00028771814,0.0005753783,0.040048826,0.0042150337,0.001559889,0.3185933,0.12385936,0.47987157],"study_design_scores_gemma":[0.00058458897,0.0013844626,0.055806905,0.007804219,0.00021916098,0.00085732114,0.053645108,0.0059509487,0.0029548288,0.39095467,0.47911072,0.0007269842],"about_ca_topic_score_codex":0.017764257,"about_ca_topic_score_gemma":0.02872772,"teacher_disagreement_score":0.9897085,"about_ca_system_score_codex":0.03499995,"about_ca_system_score_gemma":0.18742374,"threshold_uncertainty_score":0.817495},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975648,0.00007793292,0.00015556964,0.000030092184,0.0000019262275,0.000020555619,0.001698724,0.000005258428,0.000445241],"genre_scores_gemma":[0.99599385,0.00017968813,0.0006160176,0.000051104704,0.0000023859857,0.00004561383,0.0024161781,0.0000037842665,0.00069133093],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996301,0.000031954663,0.000009428932,0.0001062552,0.00009960955,0.00012269137],"domain_scores_gemma":[0.99947137,0.000023040378,0.00009414986,0.000034091958,0.00029324056,0.00008419482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027989404,0.00028130552,0.0003090491,0.0007781238,0.0009318339,0.0007185962,0.00036385152,0.00027089106,0.00063781644],"category_scores_gemma":[0.0006163236,0.00015401434,0.0001900975,0.0013143383,0.00028439425,0.00020097254,0.0006371257,0.00029241366,0.00016848414],"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":[0.00010521958,0.00003597452,0.98702615,0.000025804871,0.0000590252,0.000055350138,0.0007665743,0.00013806789,0.0055461153,0.000059058926,0.00042320308,0.0057593477],"study_design_scores_gemma":[0.0000012862366,0.000022188502,0.9984366,0.0000072652374,0.000008937085,0.000013627791,0.00071222807,0.00010092764,0.0002712016,0.0000118556345,0.00041110435,0.0000027549181],"about_ca_topic_score_codex":0.6113026,"about_ca_topic_score_gemma":0.77326876,"teacher_disagreement_score":0.6113026,"about_ca_system_score_codex":0.0024014097,"about_ca_system_score_gemma":0.001918895,"threshold_uncertainty_score":0.781973},"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":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29073104,0.0041109445,0.5667442,0.017522465,0.00068844674,0.012887291,0.00009849518,0.00049468636,0.106722385],"genre_scores_gemma":[0.819472,0.0018766461,0.16582848,0.00095726555,0.00007117305,0.009001404,0.00004478617,0.000060561255,0.0026875688],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9667137,0.028244674,0.0005961429,0.0013651327,0.0022663714,0.0008140078],"domain_scores_gemma":[0.9716958,0.023242595,0.0013329183,0.0013608901,0.0015332858,0.00083446346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.033111136,0.0010395868,0.00074782915,0.0025220732,0.0029440133,0.0048184586,0.0030513082,0.0016413468,0.0037293367],"category_scores_gemma":[0.040558733,0.0005211408,0.0019480304,0.0011713939,0.011151078,0.0057713776,0.0068227528,0.0032671697,0.0004164774],"study_design_candidate":"qualitative","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":[0.00049270905,0.003915656,0.012224219,0.0060985778,0.0003173005,0.0008068992,0.19308989,0.011994254,0.0014937627,0.35757408,0.0042230217,0.40776965],"study_design_scores_gemma":[0.0019940014,0.007194648,0.014855361,0.007850462,0.0006803076,0.0014490698,0.111302085,0.06855337,0.0039377594,0.70844746,0.07348857,0.00024694178],"about_ca_topic_score_codex":0.004742822,"about_ca_topic_score_gemma":0.0042902017,"teacher_disagreement_score":0.033111136,"about_ca_system_score_codex":0.007467673,"about_ca_system_score_gemma":0.014152372,"threshold_uncertainty_score":0.17511052},"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&gt;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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992183,0.0023804791,0.0021618865,0.00022817038,0.00010982736,0.000353715,0.00034251515,0.00011283119,0.0021274332],"genre_scores_gemma":[0.99529064,0.001312444,0.0014922289,0.000100572404,0.000022543698,0.00021240821,0.00040718232,0.000016348842,0.0011456334],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999858,0.00004407162,0.000009105436,0.00002231742,0.000031786672,0.00003465726],"domain_scores_gemma":[0.999833,0.00003933422,0.000031829924,0.00001644461,0.000022201337,0.000057158246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005164352,0.00044552409,0.0004311376,0.0002547136,0.00016233779,0.00034630758,0.0004183777,0.00058489235,0.0019736541],"category_scores_gemma":[0.0002477317,0.00011433173,0.00028691316,0.00014491267,0.00032050142,0.00022031943,0.0001300911,0.00094308984,0.0003713525],"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":[0.005362326,0.00619789,0.00077302544,0.0002590739,0.00009469233,0.00028277,0.00009758542,0.0016630113,0.9580152,0.00041870362,0.0008749291,0.025960872],"study_design_scores_gemma":[0.0032406938,0.22393192,0.0054595415,0.000060136597,0.00038639104,0.0008995873,0.00013869742,0.0051982505,0.75116587,0.00039171355,0.009099813,0.000027404547],"about_ca_topic_score_codex":0.000578955,"about_ca_topic_score_gemma":0.00088725233,"teacher_disagreement_score":0.0019736541,"about_ca_system_score_codex":0.00035224226,"about_ca_system_score_gemma":0.0003934364,"threshold_uncertainty_score":0.0066025257},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989247,0.00028723475,0.00038114833,0.000025673837,0.000005679308,0.000003719143,0.00014563208,0.000016641945,0.00020951968],"genre_scores_gemma":[0.9978951,0.0002996311,0.0006616104,0.000022500984,0.0000055034593,0.000011309415,0.00063491886,0.0000115542925,0.00045791734],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998983,0.00001516564,0.0000105550225,0.000022381282,0.00002675344,0.000026850674],"domain_scores_gemma":[0.9998448,0.000021205613,0.000059548605,0.000019012958,0.000014099684,0.000041280426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007399215,0.0001618409,0.00019626178,0.00014158634,0.00012273075,0.00032055183,0.00010679465,0.00013137786,0.0016293196],"category_scores_gemma":[0.0002579265,0.00012127827,0.00023124901,0.00010669825,0.00014716055,0.0001524751,0.00029088737,0.00036824474,0.00031523217],"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":[0.00039954195,0.000022743654,0.009534968,0.000029626226,0.000009067246,0.000405972,0.00003253345,0.000052653628,0.98798287,0.00006451429,0.00004876291,0.0014168525],"study_design_scores_gemma":[0.00006511439,0.0009699588,0.52939355,0.000027577691,0.00005587378,0.008351251,0.00043345703,0.0028531086,0.45266014,0.0002886052,0.0048783617,0.000022970014],"about_ca_topic_score_codex":0.0002632127,"about_ca_topic_score_gemma":0.00019839084,"teacher_disagreement_score":0.0016293196,"about_ca_system_score_codex":0.00013075546,"about_ca_system_score_gemma":0.00014358426,"threshold_uncertainty_score":0.0054506063},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918309,0.0012636817,0.005550854,0.0001219584,0.000012852017,0.000024976329,0.00041487315,0.00023410576,0.0005458254],"genre_scores_gemma":[0.99452597,0.00034876214,0.003941563,0.00009317666,0.00001047405,0.000021877082,0.00059690897,0.000027914875,0.00043330202],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998441,0.000013511402,0.000008658073,0.00004282374,0.000054959197,0.000035974266],"domain_scores_gemma":[0.99987316,0.000037867096,0.00003317569,0.0000092622595,0.000024341025,0.00002227829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011635212,0.00016158585,0.00019522799,0.00073544984,0.00016221926,0.00034046895,0.00012672157,0.00027392714,0.0005777703],"category_scores_gemma":[0.00028750297,0.00014032856,0.00017888208,0.0004078963,0.00019793115,0.00012765093,0.00021533958,0.000274523,0.00015232556],"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":[0.00015778276,0.00002241691,0.032008436,0.00007908909,0.000034948516,0.00017763747,0.00015061496,0.00037088504,0.9575607,0.00008224278,0.0004335345,0.0089217955],"study_design_scores_gemma":[0.000020244686,0.00025141815,0.3920097,0.000015132824,0.00008973143,0.0020067936,0.00028911885,0.009036594,0.5914563,0.00021712336,0.0045715724,0.00003627449],"about_ca_topic_score_codex":0.0020938832,"about_ca_topic_score_gemma":0.0027546016,"teacher_disagreement_score":0.0020938832,"about_ca_system_score_codex":0.00022167897,"about_ca_system_score_gemma":0.000114198374,"threshold_uncertainty_score":0.004163444},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989721,0.0022489321,0.0025586567,0.0017697768,0.00009989931,0.00014900122,0.00014000107,0.00006367281,0.003249053],"genre_scores_gemma":[0.9961541,0.001314559,0.0011664733,0.00029995988,0.0002583159,0.000016878434,0.00009556795,0.000013351177,0.00068075187],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99964976,0.000027759952,0.000035575955,0.00010062148,0.00006283401,0.00012337117],"domain_scores_gemma":[0.9993857,0.00012642975,0.00019581804,0.00008148567,0.000048112,0.00016233684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025896213,0.0009422469,0.0007433461,0.002243075,0.0022186632,0.0010089658,0.0012707907,0.0026630114,0.0012949549],"category_scores_gemma":[0.0015829786,0.0008034016,0.00079712336,0.0014120929,0.001783876,0.0011050102,0.0013094166,0.0023190272,0.00029141534],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040568662,0.00005598331,0.009703387,0.000033232023,0.000022549562,0.98527217,0.00045428853,0.000113245456,0.0010147952,0.0002237441,0.00023183889,0.0028341946],"study_design_scores_gemma":[0.0000065993995,0.000037572474,0.006772476,0.000010481069,0.000016660159,0.99212974,0.00013571659,0.00021107214,0.00024873577,0.00017694163,0.00024192689,0.000012054184],"about_ca_topic_score_codex":0.008454145,"about_ca_topic_score_gemma":0.010189448,"teacher_disagreement_score":0.008454145,"about_ca_system_score_codex":0.001488072,"about_ca_system_score_gemma":0.0008359211,"threshold_uncertainty_score":0.01680988},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016617865,0.9986218,0.00011003396,0.0003364423,0.00019013452,0.00013212829,0.00007963846,0.000005954663,0.00035764402],"genre_scores_gemma":[0.0011820663,0.99792814,0.00023487333,0.0002753736,0.00006828421,0.00014387646,0.00006602748,0.0000024441458,0.00009901771],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.995272,0.0015062282,0.001701608,0.00032135242,0.0009947106,0.00020409911],"domain_scores_gemma":[0.9803523,0.015479991,0.0022586903,0.0002281899,0.0014649774,0.00021590537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007077696,0.0015406515,0.0051258905,0.011934371,0.0008932894,0.003567362,0.0020857935,0.0034437596,0.005620644],"category_scores_gemma":[0.030755296,0.00096961204,0.0054317196,0.011078119,0.00093267823,0.0029949113,0.0019006297,0.002047672,0.00087548484],"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":[0.00010370954,0.000027975486,0.00034515987,0.8467395,0.0017322649,0.00016703612,0.0003423948,0.00019558864,0.00024057011,0.00078442815,0.0064720106,0.14284943],"study_design_scores_gemma":[0.000028524984,0.000061352046,0.000775422,0.94815457,0.006093978,0.00023918987,0.00016738243,0.00006250867,0.0000974586,0.0004489301,0.04385651,0.00001409018],"about_ca_topic_score_codex":0.007423976,"about_ca_topic_score_gemma":0.013239388,"teacher_disagreement_score":0.011934371,"about_ca_system_score_codex":0.0031086137,"about_ca_system_score_gemma":0.012340534,"threshold_uncertainty_score":0.037430882},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965906,0.00042525263,0.001363671,0.00010138041,0.00004771107,0.00004208295,0.00043838233,0.00007271061,0.00091827946],"genre_scores_gemma":[0.99266887,0.00065815286,0.0020194289,0.0001164252,0.00002237012,0.00006603574,0.00081666495,0.00003795873,0.0035941398],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998029,0.00003077435,0.000018595158,0.0000450977,0.000042794054,0.000059887818],"domain_scores_gemma":[0.99981016,0.000024693138,0.00006647656,0.000024973542,0.000020685084,0.00005292337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023214259,0.00062754325,0.00024501927,0.00043637623,0.000103020655,0.00031286,0.00024579375,0.00051107956,0.0013953169],"category_scores_gemma":[0.00012599285,0.00017645737,0.00039309732,0.00014792419,0.0002385988,0.00032571115,0.00013312277,0.0012475164,0.00038412982],"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":[0.00033950683,0.00014767445,0.00015688651,0.000020126068,0.0000057347806,0.000023547176,0.000010065938,0.000048961858,0.9986811,0.000045936627,0.000028630511,0.00049170037],"study_design_scores_gemma":[0.00004709697,0.0025977218,0.002841316,0.000010610525,0.000031167754,0.00017371846,0.000025296396,0.0006762508,0.9924932,0.000050539915,0.0010478548,0.0000053156223],"about_ca_topic_score_codex":0.0002811752,"about_ca_topic_score_gemma":0.00029582114,"teacher_disagreement_score":0.0013953169,"about_ca_system_score_codex":0.000272815,"about_ca_system_score_gemma":0.00013673666,"threshold_uncertainty_score":0.0046678185},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99692374,0.000344817,0.001149213,0.000093298746,0.000023563942,0.00000942035,0.00061835366,0.000024036353,0.0008135664],"genre_scores_gemma":[0.9992899,0.000064257525,0.0001584772,0.00001554015,0.000023574634,0.0000048312327,0.00035629648,0.000004072048,0.00008298968],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99947745,0.00016005496,0.000049365488,0.00014797343,0.00008307463,0.00008218215],"domain_scores_gemma":[0.99874854,0.00037334525,0.0004037893,0.00017202173,0.00020309165,0.00009928225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090052775,0.00021103492,0.0003015642,0.00074913655,0.00025880564,0.0005886469,0.0002543649,0.00019410819,0.00046358645],"category_scores_gemma":[0.0024201525,0.00012303834,0.00039965517,0.0010799458,0.00024485862,0.00024495996,0.00036153264,0.00019857954,0.000109501794],"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":[0.00006048045,0.0000138849355,0.98778594,0.00003160581,0.00020019102,0.00019259362,0.00029087122,0.0011213492,0.0026456926,0.00021169629,0.00033931815,0.007106318],"study_design_scores_gemma":[6.965687e-7,0.0000063497964,0.9983486,0.0000025388465,0.000015690737,0.000022933584,0.000037101472,0.0012714976,0.000070243186,0.000040551102,0.00018110004,0.0000025773302],"about_ca_topic_score_codex":0.01085395,"about_ca_topic_score_gemma":0.011659701,"teacher_disagreement_score":0.01085395,"about_ca_system_score_codex":0.00018446364,"about_ca_system_score_gemma":0.0002498716,"threshold_uncertainty_score":0.02158153},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019455318,0.996789,0.00010776222,0.00016067845,0.00008483179,0.00025639246,0.00041498838,0.000009392741,0.00023146722],"genre_scores_gemma":[0.039886907,0.957642,0.0005762294,0.0005851137,0.000111687514,0.0007058118,0.00034085743,0.000009283336,0.00014196963],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.993619,0.0024203276,0.0021919871,0.00064595585,0.0008857549,0.00023690525],"domain_scores_gemma":[0.9780669,0.016625216,0.003371641,0.00027812805,0.001425799,0.00023223157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0074859494,0.0016374665,0.013687669,0.0052562375,0.00052729115,0.0025551005,0.001994162,0.002226141,0.004426499],"category_scores_gemma":[0.033047132,0.0012160444,0.013459301,0.005824834,0.0007701082,0.0020843223,0.0011855322,0.001397643,0.0002904875],"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":[0.0005522856,0.000014606566,0.0006567078,0.9586401,0.026016925,0.000052557894,0.000086137865,0.00011015762,0.000105491126,0.000092126545,0.0006023512,0.01307048],"study_design_scores_gemma":[0.0009245209,0.00060024933,0.0050844583,0.654398,0.32898027,0.0002602994,0.00020837042,0.0001506263,0.00024593255,0.000295468,0.008804173,0.000047614132],"about_ca_topic_score_codex":0.009815441,"about_ca_topic_score_gemma":0.021699417,"teacher_disagreement_score":0.013687669,"about_ca_system_score_codex":0.0036570167,"about_ca_system_score_gemma":0.008095288,"threshold_uncertainty_score":0.03959},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99964607,0.000033418768,0.00009507608,0.0000072079524,0.0000012091308,0.000003045898,0.00013164857,0.000002881588,0.00007940185],"genre_scores_gemma":[0.99930227,0.000023432345,0.00013915397,0.000015924084,0.0000018226597,0.0000066416787,0.00036607584,0.0000013263572,0.00014346292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999273,0.000011334413,0.0000057304596,0.00002364012,0.000008355161,0.000023688483],"domain_scores_gemma":[0.9998741,0.000014824386,0.000047856214,0.000010144382,0.000017999111,0.00003515643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013933535,0.00017152133,0.00020057896,0.00020203464,0.000158891,0.00023772275,0.000084728505,0.00017801466,0.0007681107],"category_scores_gemma":[0.00026468415,0.00009712226,0.00016238377,0.00015343037,0.00009750141,0.00014341554,0.00023125584,0.00021752244,0.00010603593],"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":[0.0017603922,0.00023649156,0.91491115,0.00003994778,0.00008445226,0.0003836287,0.00025548943,0.00030928024,0.070683405,0.000041411673,0.0002948323,0.010999493],"study_design_scores_gemma":[0.0000069881344,0.00079695584,0.9950997,0.00000459154,0.000025147006,0.0005413846,0.00023049786,0.00073404517,0.0023038995,0.000028099701,0.0002250798,0.0000036307665],"about_ca_topic_score_codex":0.00097480416,"about_ca_topic_score_gemma":0.0012224552,"teacher_disagreement_score":0.00097480416,"about_ca_system_score_codex":0.00013639535,"about_ca_system_score_gemma":0.000086899876,"threshold_uncertainty_score":0.0025696158},"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":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1735632,0.038235564,0.019835724,0.6115506,0.0251104,0.0005010218,0.00032945024,0.0008704075,0.13000362],"genre_scores_gemma":[0.6751195,0.019490097,0.009650822,0.20750634,0.013863392,0.0005318714,0.00021370666,0.0001624017,0.07346178],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994097,0.00013515046,0.000034234738,0.00006732639,0.0002982852,0.00005539396],"domain_scores_gemma":[0.998922,0.0006966934,0.00009294127,0.00008156773,0.00011104737,0.000095810465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005968144,0.00031706292,0.00039220793,0.00015467012,0.00066373404,0.0008137453,0.00052037166,0.006033928,0.0025830532],"category_scores_gemma":[0.0018796991,0.00019662555,0.0002436337,0.00012477658,0.0011052613,0.0005115816,0.00025665163,0.0029772597,0.0018522957],"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":[0.0018644622,0.0007522006,0.005062776,0.0011597213,0.00012205061,0.055858873,0.00066223135,0.0008970143,0.29107893,0.036662437,0.39531642,0.21056297],"study_design_scores_gemma":[0.00054375874,0.0011896337,0.0033474732,0.00010787632,0.00006893123,0.025368163,0.00028599732,0.003574527,0.13049158,0.011478502,0.8234678,0.000075871954],"about_ca_topic_score_codex":0.00046850913,"about_ca_topic_score_gemma":0.0008394284,"teacher_disagreement_score":0.006033928,"about_ca_system_score_codex":0.00095408066,"about_ca_system_score_gemma":0.00036143116,"threshold_uncertainty_score":0.008641183},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99426925,0.00022673603,0.003443043,0.00016603286,0.000013733827,0.000040562612,0.0015466501,0.000046792567,0.00024712062],"genre_scores_gemma":[0.9954829,0.0000646657,0.0023339984,0.000022683045,0.0000068103864,0.000035358065,0.001835299,0.0000135094215,0.00020478701],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99533564,0.0026512714,0.0003345757,0.0007992206,0.00043974177,0.0004395334],"domain_scores_gemma":[0.98144794,0.009276936,0.0039775157,0.0030294862,0.0016325547,0.0006355288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0076513025,0.000466988,0.00058845564,0.0022203592,0.00065539835,0.000928925,0.000693165,0.0006385527,0.0021591142],"category_scores_gemma":[0.029561194,0.00032308116,0.0014198762,0.002886246,0.0005435976,0.0005747508,0.001464536,0.00083483726,0.0004095286],"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":[0.0007266335,0.00003568387,0.98137546,0.00007395859,0.0006596372,0.00008035182,0.00093634817,0.004519679,0.0005650156,0.00031168654,0.0015946286,0.009120881],"study_design_scores_gemma":[0.000028032337,0.00009426241,0.98036677,0.00004508656,0.00012141452,0.00011895822,0.0005041246,0.01738798,0.00017965821,0.00064268813,0.0004825816,0.0000284359],"about_ca_topic_score_codex":0.048401795,"about_ca_topic_score_gemma":0.03828984,"teacher_disagreement_score":0.048401795,"about_ca_system_score_codex":0.0011328328,"about_ca_system_score_gemma":0.0009784615,"threshold_uncertainty_score":0.09624016},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65784585,0.009080159,0.31260312,0.009711747,0.0003433237,0.00021689115,0.003528777,0.0011663436,0.0055038715],"genre_scores_gemma":[0.96572953,0.0009947505,0.029604059,0.00047568826,0.00017009363,0.00009646836,0.0022650394,0.00006310846,0.0006012828],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99791247,0.0012959784,0.00012964859,0.00036540284,0.0001725888,0.00012382922],"domain_scores_gemma":[0.9794647,0.017561812,0.0008820874,0.00086096226,0.0008142713,0.00041606682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00957317,0.0014795554,0.0013644964,0.001369763,0.0006609956,0.002145197,0.0017938304,0.0018550458,0.0011650017],"category_scores_gemma":[0.025944317,0.00065143494,0.0011018058,0.0009492583,0.0012100961,0.0035369147,0.0016242493,0.0029081563,0.00037602746],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078531164,0.000074802156,0.018883424,0.00013836882,0.00015798886,0.00007876856,0.000055258213,0.95905286,0.00030290685,0.0029529692,0.0011371744,0.01708694],"study_design_scores_gemma":[0.0000069459784,0.000033075718,0.0011586932,0.00003668883,0.00001132299,0.00001953618,0.00003691447,0.989897,0.00020229824,0.008324899,0.00026284304,0.000009769875],"about_ca_topic_score_codex":0.010687252,"about_ca_topic_score_gemma":0.0074741114,"teacher_disagreement_score":0.010687252,"about_ca_system_score_codex":0.0013583965,"about_ca_system_score_gemma":0.0014923001,"threshold_uncertainty_score":0.050628424},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98180676,0.0005260886,0.0008127145,0.00017008514,0.000049127117,0.00035840968,0.015516335,0.00002080165,0.0007396802],"genre_scores_gemma":[0.9716688,0.0006647023,0.002933708,0.0002857394,0.000050456256,0.0013137495,0.021351578,0.000018379276,0.0017128029],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985996,0.0005111437,0.00020766322,0.0002975166,0.00021308512,0.0001710927],"domain_scores_gemma":[0.9959772,0.000581033,0.0011128541,0.0011383243,0.0006899158,0.00050070434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045373593,0.00043178772,0.00049812667,0.0014562239,0.0010422515,0.0006683095,0.0006409098,0.0005535685,0.0010276415],"category_scores_gemma":[0.006382633,0.00053495256,0.0010538854,0.0032640437,0.00022702347,0.0006148636,0.0012285952,0.00076978316,0.0003718564],"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":[0.0004705192,0.00007150858,0.99461234,0.000045186214,0.00037342266,0.00010498347,0.00029034066,0.0000635045,0.00017245628,0.000064104395,0.0010894412,0.0026422308],"study_design_scores_gemma":[0.00009180961,0.00019849495,0.99677426,0.00003093226,0.00027889234,0.00018986619,0.00024799947,0.00026123537,0.00007059644,0.000027778424,0.0018152242,0.000012966859],"about_ca_topic_score_codex":0.094175726,"about_ca_topic_score_gemma":0.12841754,"teacher_disagreement_score":0.094175726,"about_ca_system_score_codex":0.0011671938,"about_ca_system_score_gemma":0.0020323058,"threshold_uncertainty_score":0.18725514},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99771404,0.00038783086,0.00018191383,0.000060862356,0.000004208387,0.000011057191,0.0003395255,0.000018239407,0.0012823899],"genre_scores_gemma":[0.9983375,0.00027765305,0.00023030565,0.00006161544,0.0000050859317,0.0000032905707,0.0003997939,0.0000028886827,0.0006817588],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99983823,0.000028659255,0.000005511405,0.000034288012,0.00003686922,0.000056424677],"domain_scores_gemma":[0.9998766,0.0000101151945,0.00004138876,0.000010987417,0.000026173662,0.00003471252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012196367,0.00023865067,0.00015313615,0.00049881014,0.0004691585,0.00043278266,0.00016939994,0.00025386288,0.0028570937],"category_scores_gemma":[0.00023209103,0.00016782836,0.00009225665,0.00046108715,0.00035366713,0.00013911523,0.00019388324,0.00018103965,0.00047970837],"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":[0.00050895626,0.00011861127,0.95933604,0.00005334123,0.000023815395,0.0014964764,0.00040548382,0.0000679211,0.024317466,0.0001842089,0.0014248401,0.01206275],"study_design_scores_gemma":[0.0000070059514,0.00018055359,0.9923477,0.000026986983,0.000014690925,0.003440168,0.0007098754,0.00014079589,0.0010114007,0.00003610266,0.0020773306,0.0000074487125],"about_ca_topic_score_codex":0.05374458,"about_ca_topic_score_gemma":0.059062872,"teacher_disagreement_score":0.05374458,"about_ca_system_score_codex":0.0005676892,"about_ca_system_score_gemma":0.0004164669,"threshold_uncertainty_score":0.1068635},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838606,0.0021586078,0.00649635,0.0005507434,0.0002367776,0.000187121,0.003025903,0.0006056153,0.0028781488],"genre_scores_gemma":[0.9489969,0.0046317056,0.011659536,0.00074994145,0.000110712404,0.000985193,0.0034268366,0.0003695078,0.029069614],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995359,0.00006851618,0.000063112355,0.00011852891,0.0000867473,0.00012721343],"domain_scores_gemma":[0.99943215,0.000033824646,0.00018291938,0.00008540584,0.00007040216,0.00019526374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007428391,0.0009604581,0.0007836299,0.001412855,0.00044406552,0.00068790425,0.0005945865,0.0009009732,0.0032788166],"category_scores_gemma":[0.00025347978,0.00062639115,0.0011053734,0.00045053673,0.0006956384,0.00056899904,0.00049449387,0.0018485183,0.0011074693],"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":[0.003695251,0.0007990497,0.00093857234,0.00008704747,0.000052648134,0.00015107014,0.000112277354,0.00012791916,0.98820204,0.00034261457,0.0002531136,0.0052384497],"study_design_scores_gemma":[0.00063799246,0.0073945457,0.015269094,0.00007798169,0.00020129558,0.00043596353,0.00017690359,0.0009627241,0.9655258,0.00046828607,0.008807818,0.0000416342],"about_ca_topic_score_codex":0.0013671045,"about_ca_topic_score_gemma":0.002034692,"teacher_disagreement_score":0.0032788166,"about_ca_system_score_codex":0.00044683582,"about_ca_system_score_gemma":0.0005924741,"threshold_uncertainty_score":0.010968745},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962244,0.0008771544,0.000319401,0.00028253943,0.000017190923,0.000010549237,0.001354609,0.00000603594,0.0009080423],"genre_scores_gemma":[0.99856985,0.0002489585,0.00015718951,0.000034073815,0.00001102843,0.0000092601695,0.0008097371,0.0000020280236,0.00015779812],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989681,0.00042705712,0.00011993412,0.000238394,0.00009359231,0.00015295678],"domain_scores_gemma":[0.9954265,0.0012811517,0.0019832687,0.0004316226,0.00033333624,0.000544261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016580297,0.000254633,0.00035725065,0.00086949795,0.00042419683,0.0011035606,0.0004728454,0.0004501776,0.0017872492],"category_scores_gemma":[0.008145162,0.00028927697,0.0008154786,0.0016005978,0.0003705556,0.0007408211,0.0013554507,0.0010147246,0.00020883509],"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":[0.0003458497,0.000041140916,0.9933395,0.000043784254,0.00015065895,0.000071171344,0.00029933036,0.00018721168,0.00009930617,0.00017120792,0.00021767612,0.005033125],"study_design_scores_gemma":[0.000003082014,0.000028487162,0.99920964,0.000015147942,0.000024899322,0.0000439909,0.00009230774,0.000214712,0.000023885937,0.00014135515,0.00019768429,0.0000048317297],"about_ca_topic_score_codex":0.011524379,"about_ca_topic_score_gemma":0.013254023,"teacher_disagreement_score":0.011524379,"about_ca_system_score_codex":0.0004856863,"about_ca_system_score_gemma":0.00041593544,"threshold_uncertainty_score":0.022914588},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026724616,0.9956886,0.00041596303,0.0001958374,0.00008313142,0.00022687746,0.0005267558,0.000021051974,0.00016943061],"genre_scores_gemma":[0.082547836,0.9126095,0.00205504,0.0005600757,0.00017614407,0.0010368172,0.00080164656,0.000023351537,0.00018958855],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9914541,0.0033475792,0.0028358751,0.0009383321,0.0010909281,0.0003332263],"domain_scores_gemma":[0.9749722,0.01878363,0.0037980967,0.00061040034,0.0015899505,0.00024565318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014088901,0.0026606824,0.0157926,0.008636981,0.0008196891,0.0035188927,0.0023723363,0.0021444866,0.004805922],"category_scores_gemma":[0.03543522,0.0014385572,0.03348163,0.009681086,0.0009251046,0.002082611,0.0017199158,0.0016139168,0.00034914393],"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":[0.00095492636,0.000028042994,0.0047481344,0.63603514,0.34058762,0.00017667573,0.00013126996,0.0004231296,0.00025267582,0.00018709054,0.000870894,0.015604298],"study_design_scores_gemma":[0.00034191116,0.00016500003,0.0051815542,0.070273384,0.920814,0.00017901807,0.00007465915,0.00014411831,0.00012187044,0.0002745534,0.0024002888,0.000029667124],"about_ca_topic_score_codex":0.007941667,"about_ca_topic_score_gemma":0.01904093,"teacher_disagreement_score":0.0157926,"about_ca_system_score_codex":0.0034260594,"about_ca_system_score_gemma":0.006102543,"threshold_uncertainty_score":0.0745101},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993467,0.00017393727,0.00006692303,0.000016931526,0.00000283529,0.000002344225,0.00013529153,0.000004059058,0.00025098852],"genre_scores_gemma":[0.9995523,0.000036096262,0.000037687874,0.000013589066,0.0000022657882,0.0000016906051,0.0001606559,0.0000015752253,0.00019409096],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99973994,0.000053405096,0.00001649142,0.00005879762,0.000042122072,0.00008931474],"domain_scores_gemma":[0.99891186,0.00017542986,0.00046084664,0.0000911547,0.00015609275,0.00020464305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062986393,0.00021077551,0.00024216865,0.00031260838,0.00014342443,0.0005158925,0.00018967473,0.00037167038,0.0011476037],"category_scores_gemma":[0.0014244702,0.00016117454,0.00022734316,0.0003078954,0.00015584588,0.00018520896,0.00018805079,0.00051266846,0.0003536978],"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":[0.00041137676,0.000047247435,0.9888026,0.000010187422,0.000032950855,0.000048657355,0.0000867565,0.000111966096,0.00738004,0.000012984437,0.00010064333,0.0029544674],"study_design_scores_gemma":[0.000002813962,0.00011451691,0.9993318,0.0000031191355,0.0000070931537,0.00006105896,0.000055906006,0.00008567208,0.00022506113,0.000008828903,0.00010276454,0.0000013647862],"about_ca_topic_score_codex":0.006472057,"about_ca_topic_score_gemma":0.0031297468,"teacher_disagreement_score":0.006472057,"about_ca_system_score_codex":0.00030933975,"about_ca_system_score_gemma":0.00024910117,"threshold_uncertainty_score":0.012868762},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9447385,0.0015336657,0.04875467,0.00063400064,0.000055709057,0.00030439836,0.0018705499,0.00023422448,0.0018742292],"genre_scores_gemma":[0.97924757,0.0003040131,0.01854957,0.000057714853,0.00003526733,0.0001106492,0.0010716837,0.000021880554,0.0006016102],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99194044,0.0056037037,0.00030697518,0.00094378844,0.0008598255,0.00034533805],"domain_scores_gemma":[0.9879216,0.008053619,0.0017172421,0.00086249225,0.0009683842,0.00047665287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013249845,0.0027583607,0.0014408558,0.0044795237,0.0008243989,0.0015875704,0.0012598154,0.000867647,0.0021449162],"category_scores_gemma":[0.018124525,0.00042139267,0.0027079645,0.0038106565,0.0009148529,0.0006944944,0.0012475139,0.0014448666,0.00032922614],"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":[0.00038310018,0.00007977487,0.96862733,0.000052588464,0.002921013,0.00017669096,0.000110149806,0.005863689,0.00068583054,0.00044456785,0.0004231338,0.020232167],"study_design_scores_gemma":[0.00006664434,0.0006116926,0.91568285,0.000039561226,0.0011704424,0.0003721198,0.00014751636,0.079153076,0.00030701217,0.0017784039,0.0006071946,0.00006346597],"about_ca_topic_score_codex":0.06912408,"about_ca_topic_score_gemma":0.071253955,"teacher_disagreement_score":0.06912408,"about_ca_system_score_codex":0.0012599918,"about_ca_system_score_gemma":0.002076966,"threshold_uncertainty_score":0.13744342},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99839056,0.000796422,0.0001310722,0.00008398105,0.000009685164,0.000006629079,0.00015826212,0.0000019314325,0.0004216111],"genre_scores_gemma":[0.99945635,0.00013198108,0.000075655014,0.00005548003,0.000009825352,0.0000052411874,0.00009342985,6.006733e-7,0.00017153958],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99959046,0.00013735902,0.000024249213,0.00010380226,0.000047515845,0.00009654023],"domain_scores_gemma":[0.9977003,0.0003838058,0.001424947,0.00018260501,0.000119699,0.00018865001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014646658,0.00023493548,0.00016633289,0.00024877125,0.00024890673,0.00047750532,0.00023318299,0.00037789054,0.001594007],"category_scores_gemma":[0.0024174063,0.00012189787,0.00028298056,0.00018684383,0.00031003507,0.00033317332,0.00041928704,0.0004173627,0.00015305339],"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":[0.00035397927,0.00006380042,0.9945193,0.000035473116,0.000064642365,0.000060471593,0.00014176438,0.00012378725,0.00082913507,0.00012170783,0.0000832809,0.0036026104],"study_design_scores_gemma":[0.0000081717,0.0002831799,0.99857783,0.000019148369,0.000024386141,0.00022019792,0.00006649652,0.00010809098,0.00022490442,0.000084114334,0.00038127083,0.0000021711553],"about_ca_topic_score_codex":0.0014751316,"about_ca_topic_score_gemma":0.001978933,"teacher_disagreement_score":0.001594007,"about_ca_system_score_codex":0.00035677842,"about_ca_system_score_gemma":0.00044183253,"threshold_uncertainty_score":0.007745981},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8958259,0.00077301165,0.09786845,0.0009731365,0.00010423442,0.00027973164,0.0011085701,0.00088536495,0.0021815847],"genre_scores_gemma":[0.9896035,0.000052999865,0.008855448,0.000080944425,0.000019148727,0.00006594895,0.00092733296,0.00002327094,0.000371311],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972434,0.0017166237,0.00016129285,0.0004345156,0.0002251325,0.00021892857],"domain_scores_gemma":[0.9687431,0.02490464,0.0015326255,0.0011979109,0.0029653525,0.00065636815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019176837,0.001152785,0.0012177466,0.0013638351,0.00074558763,0.0013199496,0.0018322277,0.0013613864,0.0018433953],"category_scores_gemma":[0.023553563,0.0003922797,0.0012782229,0.00049485837,0.00073586876,0.000702149,0.0014719379,0.0019818689,0.00064525096],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071214035,0.00042033155,0.06319055,0.00013083826,0.00033261775,0.00018356954,0.00007290564,0.8981174,0.00049668684,0.0010158655,0.0015427319,0.03378439],"study_design_scores_gemma":[0.000021455235,0.00007821183,0.0019417927,0.000013651868,0.000015638383,0.000017704442,0.000010156166,0.99718624,0.00027062622,0.00034974993,0.00008860668,0.000006158041],"about_ca_topic_score_codex":0.019226825,"about_ca_topic_score_gemma":0.008256782,"teacher_disagreement_score":0.019226825,"about_ca_system_score_codex":0.0018284182,"about_ca_system_score_gemma":0.0033191848,"threshold_uncertainty_score":0.10141802},"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":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.057636425,0.00038565564,0.93773794,0.00010428011,0.000053219435,0.00013234366,0.00014580088,0.0016240147,0.0021803253],"genre_scores_gemma":[0.2526285,0.00046968856,0.7426474,0.000068686,0.00002402182,0.00015588757,0.0004258769,0.0006083853,0.0029714534],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99920624,0.000067786175,0.00004461121,0.00012727533,0.0005181433,0.000035856778],"domain_scores_gemma":[0.9987871,0.0002540616,0.0002266214,0.00029635272,0.00039248564,0.00004345512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011598024,0.000673307,0.0004455534,0.0007353682,0.00021580905,0.00077428523,0.0007788408,0.0004708908,0.0010683138],"category_scores_gemma":[0.0021744042,0.00061099813,0.00052746234,0.00046507028,0.00033577514,0.00044256134,0.0005035023,0.0006335706,0.0005150236],"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":[0.00007466557,0.00003773755,0.0012145853,0.00017506673,0.000016922597,0.0001822056,0.00015211642,0.013368666,0.90355194,0.0018460434,0.0007255096,0.07865461],"study_design_scores_gemma":[0.000010508814,0.0001693084,0.0031300054,0.000030455683,0.000044031065,0.001115909,0.000032325344,0.1540048,0.8293872,0.00041583704,0.011576703,0.000083009916],"about_ca_topic_score_codex":0.0014094206,"about_ca_topic_score_gemma":0.0017208486,"teacher_disagreement_score":0.0014094206,"about_ca_system_score_codex":0.00044642278,"about_ca_system_score_gemma":0.0007276478,"threshold_uncertainty_score":0.0061336756},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99905974,0.0003150456,0.00004834021,0.000068986046,0.000004136684,0.000009274887,0.00033249657,0.0000024903954,0.00015950833],"genre_scores_gemma":[0.9995395,0.00008877709,0.00005592323,0.00001443969,0.0000066131033,0.00000849311,0.00023097888,5.04137e-7,0.000054707798],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99981695,0.00004479699,0.000016492375,0.000033870278,0.000024079065,0.00006387694],"domain_scores_gemma":[0.9994404,0.00007068738,0.00029559984,0.000022976887,0.000081665174,0.000088688066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046529467,0.00044130802,0.0002722875,0.00048024664,0.00037209704,0.00045425247,0.00021380457,0.0002863079,0.00085981976],"category_scores_gemma":[0.001555256,0.00019282226,0.00025289005,0.00051884796,0.00023314319,0.00018618119,0.00036161262,0.00045088577,0.0001158768],"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":[0.000055228917,0.00000702321,0.9988638,0.000014470376,0.00001605588,0.000044248492,0.000067901645,0.00002637825,0.00019326154,0.0000046008627,0.000103541584,0.0006034916],"study_design_scores_gemma":[0.000006055251,0.000038467668,0.999385,0.00001350122,0.000015208331,0.00009649241,0.00014732375,0.00013996662,0.000026723214,0.000007110539,0.00012238415,0.0000017449304],"about_ca_topic_score_codex":0.028763937,"about_ca_topic_score_gemma":0.043322805,"teacher_disagreement_score":0.028763937,"about_ca_system_score_codex":0.00054662046,"about_ca_system_score_gemma":0.0006702895,"threshold_uncertainty_score":0.05719304},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70476484,0.0029599082,0.28514272,0.00076506555,0.00026356804,0.0021773789,0.0013301384,0.00069388404,0.0019024974],"genre_scores_gemma":[0.9159805,0.00029721382,0.08127856,0.00034090193,0.00004588551,0.0010841857,0.0005033911,0.00005696821,0.0004123781],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.872369,0.10989115,0.0041380296,0.009239274,0.0034702157,0.0008923388],"domain_scores_gemma":[0.84541255,0.12168493,0.010010571,0.020120636,0.0019759545,0.00079536135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08560777,0.0019758127,0.0024651142,0.001825592,0.00087452604,0.0013282729,0.002024623,0.0019500813,0.0024898637],"category_scores_gemma":[0.1609627,0.0009626605,0.0064341053,0.0017257648,0.0016263694,0.00089563266,0.0013239848,0.0015225693,0.0002664883],"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":[0.04384428,0.0011417572,0.69230783,0.0016360922,0.11386401,0.004659531,0.0014541731,0.031015486,0.0118941385,0.024913821,0.0039333245,0.069335535],"study_design_scores_gemma":[0.018710762,0.017703993,0.3833778,0.00074987736,0.087555744,0.0128556,0.00067581673,0.39081195,0.0090577,0.063231446,0.014575516,0.00069378247],"about_ca_topic_score_codex":0.0049976157,"about_ca_topic_score_gemma":0.0025799875,"teacher_disagreement_score":0.08560777,"about_ca_system_score_codex":0.0009923503,"about_ca_system_score_gemma":0.0014686,"threshold_uncertainty_score":0.45274258},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8989662,0.02172802,0.0022876952,0.0026121815,0.0030067428,0.06523925,0.0024980914,0.000244562,0.0034173103],"genre_scores_gemma":[0.8941514,0.011273704,0.0069160946,0.0032102119,0.0021590122,0.07632623,0.0015380696,0.000038283513,0.004387093],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.997209,0.00173878,0.00026593605,0.00032841347,0.00021633317,0.00024151758],"domain_scores_gemma":[0.99746287,0.00085582474,0.0006643777,0.00020206606,0.0002407998,0.0005741509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00581079,0.0018300958,0.004659126,0.000646751,0.00075315835,0.001455772,0.0012669028,0.0041266032,0.008333015],"category_scores_gemma":[0.004707356,0.00082998414,0.0033842898,0.000765444,0.0018168265,0.00158247,0.00072201545,0.0025372247,0.0011179668],"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":[0.9823131,0.0057766396,0.000480842,0.0017502422,0.0010371968,0.000034600518,0.000041507476,0.00010199855,0.0011525666,0.00008989974,0.00040727953,0.006814134],"study_design_scores_gemma":[0.9545453,0.04366223,0.0005064897,0.00007494968,0.00049375504,0.000017433778,0.000016369573,0.00010861057,0.000121566394,0.00006485229,0.00038116425,0.000007285183],"about_ca_topic_score_codex":0.0007813899,"about_ca_topic_score_gemma":0.0016975501,"teacher_disagreement_score":0.008333015,"about_ca_system_score_codex":0.0008603332,"about_ca_system_score_gemma":0.0024466095,"threshold_uncertainty_score":0.030730784},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015358456,0.9966247,0.00022748177,0.0002268137,0.000089622714,0.00067577686,0.0003814991,0.0000074218146,0.00023082139],"genre_scores_gemma":[0.022297325,0.974159,0.001160797,0.00042722927,0.00007359405,0.0014796667,0.00030012755,0.000007715684,0.00009455657],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9755719,0.008285881,0.009612652,0.0015110649,0.0046270736,0.00039142807],"domain_scores_gemma":[0.8833455,0.08922016,0.017267302,0.0017970784,0.007764996,0.00060496666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023162639,0.001437958,0.008498649,0.012844663,0.00088432326,0.0036915322,0.0022977882,0.0021475009,0.0031981405],"category_scores_gemma":[0.100869946,0.0013883315,0.0072130207,0.015780585,0.0015529001,0.0039913035,0.0019207762,0.0012403091,0.00035847904],"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":[0.00012284829,0.000020656604,0.0013653911,0.9556238,0.0059824158,0.000054130905,0.0003051755,0.000056741097,0.00007908538,0.00014346595,0.0009883298,0.035258047],"study_design_scores_gemma":[0.00013713443,0.00013315822,0.0059167743,0.95684165,0.027757894,0.00022294551,0.00038662727,0.00006532726,0.00010403288,0.00017022068,0.008228863,0.000035363115],"about_ca_topic_score_codex":0.00899358,"about_ca_topic_score_gemma":0.028682247,"teacher_disagreement_score":0.023162639,"about_ca_system_score_codex":0.005233499,"about_ca_system_score_gemma":0.017945735,"threshold_uncertainty_score":0.1224972},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995479,0.0001230809,0.000044456254,0.000020301233,0.0000030282447,0.000004035775,0.00015150072,0.0000015743473,0.00010413028],"genre_scores_gemma":[0.9994469,0.00012512245,0.00007789001,0.000011307295,0.0000025000622,0.000008040087,0.00013927225,9.1445645e-7,0.00018805797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998216,0.000052479376,0.000013222959,0.000045164783,0.00001860047,0.000048902213],"domain_scores_gemma":[0.9996489,0.000044230215,0.00016518682,0.00003891346,0.00004909866,0.00005367283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003320612,0.00024377914,0.00019383391,0.00043323275,0.0003495762,0.00030488378,0.00020246912,0.00022159336,0.00093216245],"category_scores_gemma":[0.0012154926,0.0002587415,0.0003290592,0.00034880225,0.0001787174,0.00022798787,0.0003869038,0.00028891285,0.00015347266],"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":[0.00006291269,0.000017470773,0.9968034,0.00000888014,0.000022567436,0.000043119144,0.0004952603,0.000014687685,0.00071209786,0.000018636334,0.00006837006,0.0017326857],"study_design_scores_gemma":[0.0000011180732,0.00003792747,0.9995191,0.000004249651,0.000007670351,0.000038584898,0.00022658365,0.00002407529,0.000055040033,0.00000520696,0.00007938344,0.0000010183047],"about_ca_topic_score_codex":0.022028351,"about_ca_topic_score_gemma":0.03415124,"teacher_disagreement_score":0.022028351,"about_ca_system_score_codex":0.0003110669,"about_ca_system_score_gemma":0.00037572146,"threshold_uncertainty_score":0.043800294},"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":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025214056,0.055577107,0.16340622,0.31901655,0.044806737,0.010360151,0.1894233,0.005828638,0.1863673],"genre_scores_gemma":[0.10906872,0.052712593,0.39668894,0.127042,0.027295368,0.028188549,0.19780414,0.004827678,0.056372005],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9638534,0.018769728,0.0026738348,0.0038163604,0.008263634,0.0026230512],"domain_scores_gemma":[0.7921504,0.07408537,0.0096771335,0.03723072,0.05564348,0.031212859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1196268,0.0017080982,0.0020244631,0.012551164,0.0053503313,0.0083360225,0.004731155,0.0047634416,0.016600735],"category_scores_gemma":[0.16189249,0.0012148955,0.002340021,0.0137716085,0.0022885338,0.0047517344,0.027474487,0.009288675,0.005217722],"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":[0.0006279908,0.00015327956,0.035030745,0.0011254902,0.0007068101,0.00023451571,0.0018312798,0.0004583241,0.0006028574,0.041244097,0.6624085,0.2555762],"study_design_scores_gemma":[0.00035798547,0.00014056986,0.029227912,0.0028627696,0.00036132688,0.00026223966,0.0005872607,0.00044389407,0.00042441176,0.018534297,0.946645,0.0001523234],"about_ca_topic_score_codex":0.059010595,"about_ca_topic_score_gemma":0.0907956,"teacher_disagreement_score":0.1196268,"about_ca_system_score_codex":0.0046224417,"about_ca_system_score_gemma":0.0625303,"threshold_uncertainty_score":0.63265455},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60267866,0.006170242,0.38243544,0.0011604747,0.00013712459,0.00009601008,0.0025667767,0.0018819377,0.0028733534],"genre_scores_gemma":[0.9149299,0.0012377824,0.08033914,0.00029678093,0.000056301105,0.00004926304,0.0022537082,0.00005845462,0.0007786977],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99955493,0.000094575036,0.000022915508,0.0001816349,0.00011374218,0.000032135616],"domain_scores_gemma":[0.9973592,0.0018712373,0.0003066924,0.00015968697,0.00023697996,0.000066132976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012008665,0.00063257955,0.0005437661,0.0012978518,0.00019545651,0.00050927594,0.0004038887,0.00073195837,0.0008578295],"category_scores_gemma":[0.0040338915,0.00020327923,0.00045778698,0.00056737167,0.00034061098,0.00061341544,0.00039701283,0.0006740129,0.0005137892],"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":[0.0014633436,0.00036446494,0.28800774,0.0010058517,0.0005249301,0.00061835075,0.00023418946,0.17109323,0.16655661,0.0027765438,0.0028995958,0.36445507],"study_design_scores_gemma":[0.000048251935,0.0005757889,0.055272195,0.00018579028,0.00035164205,0.0014110106,0.00011087466,0.7823404,0.13754378,0.012476447,0.009616817,0.00006702703],"about_ca_topic_score_codex":0.0016153575,"about_ca_topic_score_gemma":0.0022258563,"teacher_disagreement_score":0.0016153575,"about_ca_system_score_codex":0.00043512427,"about_ca_system_score_gemma":0.0006403457,"threshold_uncertainty_score":0.006350875},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888841,0.0008368648,0.0074782106,0.0005477496,0.000029944365,0.00003502534,0.0007377977,0.00012468397,0.0013255603],"genre_scores_gemma":[0.99753344,0.00007502195,0.0015585521,0.0000370457,0.000016415413,0.000012109856,0.00063288084,0.000005625036,0.00012874909],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99887854,0.00050324015,0.000112012116,0.00017586422,0.00019837522,0.00013186954],"domain_scores_gemma":[0.98871475,0.007921175,0.0015721058,0.000640815,0.00074297294,0.0004081981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004929572,0.00053909415,0.00059975137,0.0015344752,0.00028938812,0.0010802997,0.0005169545,0.0007601467,0.0011614204],"category_scores_gemma":[0.016909664,0.0001423417,0.0009295403,0.00076949206,0.00028484553,0.00051724585,0.0006552581,0.0008312719,0.00036268326],"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":[0.00060045364,0.0001129204,0.95678526,0.00004214066,0.00017066381,0.00010573529,0.00005925977,0.015398927,0.0003966112,0.00018268479,0.0007259745,0.025419332],"study_design_scores_gemma":[0.00006421798,0.00070063426,0.55647004,0.00007402124,0.00024847887,0.0009359924,0.00014918475,0.43558133,0.0018274636,0.002671374,0.0012254475,0.0000519072],"about_ca_topic_score_codex":0.002927443,"about_ca_topic_score_gemma":0.0031834578,"teacher_disagreement_score":0.004929572,"about_ca_system_score_codex":0.0008441424,"about_ca_system_score_gemma":0.00079469633,"threshold_uncertainty_score":0.026070356},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9994407,0.00024543915,0.000048785827,0.000024469417,0.00000268155,0.000004152299,0.00008668198,0.0000028631405,0.00014418429],"genre_scores_gemma":[0.9994142,0.00012643226,0.00009209053,0.000025544196,0.0000063629604,0.00000458406,0.00014262035,8.132573e-7,0.00018746592],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99988425,0.000020164733,0.000015879383,0.000030219133,0.000020391963,0.000029097562],"domain_scores_gemma":[0.999419,0.00005324548,0.0002834149,0.00004412753,0.00008989851,0.000110235065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040043183,0.00025609677,0.000280008,0.0007486698,0.0003577549,0.0004607563,0.00021566567,0.0005180197,0.0007220233],"category_scores_gemma":[0.0011645212,0.00023979934,0.0003110826,0.0004589265,0.00020978227,0.00038765237,0.00036296376,0.0005060712,0.00019353325],"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":[0.00026080763,0.00007725975,0.9963471,0.000009061825,0.00005507096,0.000078054174,0.000084134146,0.00002430205,0.0010232707,0.0000062797926,0.000045029985,0.0019896026],"study_design_scores_gemma":[0.0000037713128,0.00018068556,0.99934345,0.0000028366926,0.000020781683,0.00017441028,0.00007247733,0.00005824111,0.000081905586,0.000013310529,0.00004640553,0.0000016916645],"about_ca_topic_score_codex":0.0045487364,"about_ca_topic_score_gemma":0.008004528,"teacher_disagreement_score":0.0045487364,"about_ca_system_score_codex":0.00016867141,"about_ca_system_score_gemma":0.00019366949,"threshold_uncertainty_score":0.009044528},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99235255,0.004605676,0.00031623297,0.00034781845,0.000060744063,0.000042951262,0.00046241342,0.0000089407495,0.0018027882],"genre_scores_gemma":[0.9989048,0.0004651083,0.00012928217,0.00006725209,0.000042610496,0.000019662659,0.0002956187,0.0000017480518,0.00007392906],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918956,0.0002017219,0.00009003041,0.00020091803,0.00018201007,0.00013577004],"domain_scores_gemma":[0.99869776,0.00042282353,0.00052390253,0.000031195792,0.000090089816,0.00023406217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012310704,0.0001851198,0.0004419673,0.0005686748,0.00020237202,0.00043623958,0.0003210993,0.00028264322,0.0021238604],"category_scores_gemma":[0.0030056802,0.00007804618,0.0010866041,0.0004891805,0.00020151846,0.00033927802,0.00036042766,0.0005300887,0.00017403116],"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":[0.0062257596,0.0004758513,0.95631284,0.00053906365,0.0017775263,0.00015801309,0.00015853219,0.0008657925,0.00085604284,0.00034175403,0.0007935524,0.031495247],"study_design_scores_gemma":[0.0005331603,0.004269733,0.98909926,0.00020112071,0.0013860676,0.0005484475,0.0003338636,0.0016375771,0.00044055795,0.00040805142,0.001126069,0.000016171749],"about_ca_topic_score_codex":0.0031760174,"about_ca_topic_score_gemma":0.006238941,"teacher_disagreement_score":0.0031760174,"about_ca_system_score_codex":0.00076644105,"about_ca_system_score_gemma":0.0010479365,"threshold_uncertainty_score":0.0071050525},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88091916,0.0066832458,0.018311728,0.04294955,0.0009034863,0.014011757,0.0011053036,0.0003451415,0.034770552],"genre_scores_gemma":[0.9461651,0.003483966,0.03121793,0.0035299454,0.0004152198,0.013494736,0.00027295804,0.0000364293,0.0013837097],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98326623,0.013471735,0.00072508515,0.000507198,0.00091060257,0.0011191462],"domain_scores_gemma":[0.97100496,0.020300604,0.0029873091,0.0016444671,0.0011402775,0.002922333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023034485,0.0003516826,0.0007649686,0.00083142915,0.0014621371,0.0023161364,0.001623273,0.0012394228,0.0113215605],"category_scores_gemma":[0.054745235,0.00028592028,0.0013428254,0.0008850511,0.0011939865,0.0035963596,0.0047418387,0.0023243409,0.0005394927],"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":[0.0059081786,0.012013488,0.022880994,0.008098641,0.0005658879,0.00020907234,0.018147795,0.0012027193,0.0010279573,0.005396883,0.010370111,0.9141783],"study_design_scores_gemma":[0.10181835,0.114792354,0.36253873,0.056728937,0.0070912885,0.001132875,0.07459542,0.016564066,0.013726365,0.05417433,0.19612187,0.0007154478],"about_ca_topic_score_codex":0.00478356,"about_ca_topic_score_gemma":0.0069482154,"teacher_disagreement_score":0.023034485,"about_ca_system_score_codex":0.0030088339,"about_ca_system_score_gemma":0.011386357,"threshold_uncertainty_score":0.12181944},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99869007,0.00026351074,0.0005085023,0.000009442109,0.0000017176985,0.000005421139,0.00019821299,0.000004967511,0.00031825042],"genre_scores_gemma":[0.998324,0.00020101065,0.00083828036,0.00001827895,0.0000023155408,0.000008785337,0.00030520427,0.0000049661826,0.0002972502],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999858,0.000021049338,0.000011646275,0.000047707577,0.00002482182,0.000036785448],"domain_scores_gemma":[0.999783,0.000036728845,0.000076534016,0.000021592969,0.000049475893,0.000032748976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014593004,0.00017013874,0.00024434368,0.00074646634,0.00029377308,0.00047329362,0.00015827843,0.00036560555,0.0011476044],"category_scores_gemma":[0.00044074532,0.00019815208,0.00030473064,0.0005583195,0.00019245822,0.0002576979,0.00032490047,0.00025222014,0.0003565309],"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":[0.00066920806,0.000040455536,0.6638858,0.00008010624,0.00009707186,0.00052242016,0.00092218345,0.00022518306,0.31664476,0.000096575444,0.00013497853,0.01668128],"study_design_scores_gemma":[0.0000034675793,0.00009594572,0.9841793,0.000008001873,0.00004201976,0.0012556125,0.00062645366,0.00052204245,0.012688834,0.00010332647,0.00046401983,0.000010932122],"about_ca_topic_score_codex":0.0017753188,"about_ca_topic_score_gemma":0.0030498265,"teacher_disagreement_score":0.0017753188,"about_ca_system_score_codex":0.00010138524,"about_ca_system_score_gemma":0.0000818478,"threshold_uncertainty_score":0.0038390756},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99827313,0.000022663151,0.0014710483,0.000011316829,7.3201784e-7,0.000004710943,0.000108436136,0.000015689207,0.00009223116],"genre_scores_gemma":[0.9993685,0.000013522992,0.00039116608,0.0000015364084,0.0000011668899,0.00000479845,0.00016720523,0.0000016126593,0.000050492403],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999074,0.000029273142,0.000008432353,0.000030266208,0.000011417441,0.0000132011855],"domain_scores_gemma":[0.99957854,0.00021825636,0.000106488515,0.000043475786,0.000023805209,0.000029405575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029220126,0.00034705122,0.00017258473,0.00043512654,0.00008916209,0.00025375033,0.00014058665,0.00020592101,0.0006840755],"category_scores_gemma":[0.0016236285,0.0001022196,0.00034216375,0.00020598344,0.0002033302,0.0001859112,0.00023531278,0.00017652214,0.00017143141],"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":[0.0007683839,0.00020095364,0.9007447,0.000031335545,0.00033551993,0.0002450547,0.00012699504,0.061173968,0.010420275,0.00016540579,0.00020158937,0.02558595],"study_design_scores_gemma":[0.000014075279,0.00036110356,0.7881897,0.000005243281,0.0000620803,0.00032402456,0.00008458782,0.2077644,0.0025029867,0.0005613382,0.00011712738,0.000013312628],"about_ca_topic_score_codex":0.0036619962,"about_ca_topic_score_gemma":0.0049147643,"teacher_disagreement_score":0.0036619962,"about_ca_system_score_codex":0.00018992393,"about_ca_system_score_gemma":0.00017885819,"threshold_uncertainty_score":0.007281363},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988096,0.00028942412,0.00012566597,0.000018367647,0.0000062636454,0.000010755892,0.00024112168,0.0000052873856,0.00049339584],"genre_scores_gemma":[0.9977738,0.00018328357,0.00010563635,0.00003347552,0.00001266955,0.000035329693,0.00032832322,0.000002671752,0.0015247704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99990237,0.000011770277,0.000004500433,0.000031134205,0.00001815277,0.000032122636],"domain_scores_gemma":[0.99984396,0.00001227548,0.000066490604,0.000007341973,0.00002774211,0.000042181975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011820346,0.0004262481,0.00030790947,0.00035177465,0.0002072334,0.00029177315,0.00011483709,0.00034430786,0.002351694],"category_scores_gemma":[0.000257167,0.00012070557,0.0001650538,0.00022343789,0.0001589019,0.00012074287,0.00021134663,0.00025822298,0.00042582388],"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":[0.010126789,0.0015585748,0.76860577,0.00039654007,0.0003672121,0.001069497,0.0008586711,0.00029267796,0.17408279,0.000070413735,0.00080076716,0.041770216],"study_design_scores_gemma":[0.000009986674,0.0012798434,0.99601823,0.000010066459,0.000028435525,0.00014418924,0.00017003344,0.00006044791,0.002070214,0.000020171943,0.00018406262,0.0000043686164],"about_ca_topic_score_codex":0.0015765948,"about_ca_topic_score_gemma":0.002296503,"teacher_disagreement_score":0.002351694,"about_ca_system_score_codex":0.00016353048,"about_ca_system_score_gemma":0.00011148213,"threshold_uncertainty_score":0.007867217},"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":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14995976,0.005348668,0.3170686,0.0035885565,0.0012220241,0.0016045291,0.2017989,0.27979523,0.039613724],"genre_scores_gemma":[0.5761856,0.0027429652,0.18464887,0.0014757656,0.00037771006,0.0011770712,0.21613932,0.0038346904,0.013418113],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923587,0.00008659729,0.000052760777,0.00027594334,0.00026205566,0.00008675972],"domain_scores_gemma":[0.998509,0.00046796552,0.0002012858,0.0003633674,0.00037536968,0.00008291882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066379824,0.0017653317,0.0007194877,0.0026207503,0.00034174012,0.0011947823,0.0017921116,0.0013183282,0.010722935],"category_scores_gemma":[0.0046371007,0.0005697175,0.0010601222,0.001690841,0.00035455025,0.001319039,0.0015379209,0.0011557769,0.010249564],"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":[0.0015153581,0.0006491115,0.037232105,0.0014591254,0.0003949847,0.0014901414,0.00015135124,0.08031258,0.018332692,0.0039806417,0.3009372,0.5535447],"study_design_scores_gemma":[0.00039466415,0.00047352293,0.035546996,0.00047399962,0.0001829077,0.0018209934,0.00012388601,0.729507,0.060757093,0.023758389,0.1467153,0.00024515236],"about_ca_topic_score_codex":0.011030495,"about_ca_topic_score_gemma":0.014976249,"teacher_disagreement_score":0.011030495,"about_ca_system_score_codex":0.0010598102,"about_ca_system_score_gemma":0.0014984637,"threshold_uncertainty_score":0.035871804},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99398154,0.0036951392,0.00022044849,0.00016719272,0.000020367095,0.000008311804,0.0004828,0.000008422702,0.0014157663],"genre_scores_gemma":[0.99873954,0.0004221655,0.00014462513,0.000025551746,0.000024664534,0.0000043512327,0.00023861055,0.0000033600384,0.00039716918],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99949765,0.00012990965,0.000028597653,0.00010984369,0.00010792755,0.00012600848],"domain_scores_gemma":[0.9985252,0.00038119566,0.00043864056,0.00015722027,0.0001579764,0.00033984848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009458276,0.0003563581,0.00031831802,0.00079636177,0.00035323124,0.0009285852,0.00043708808,0.0005133508,0.0019573234],"category_scores_gemma":[0.0031887053,0.0003181081,0.0006104492,0.00083389116,0.00053446234,0.0002508259,0.00052316446,0.0006381363,0.00018742622],"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":[0.0005316968,0.000012286512,0.9954255,0.00002168935,0.0001791458,0.00006618743,0.00005670908,0.00009758648,0.00038559522,0.00008181783,0.00011633262,0.0030255083],"study_design_scores_gemma":[0.0000064977003,0.000028316821,0.9993394,0.000009512331,0.00006946888,0.00007182753,0.00003933794,0.00021468461,0.000033150613,0.000058357404,0.00012565627,0.0000037112218],"about_ca_topic_score_codex":0.05750608,"about_ca_topic_score_gemma":0.052180685,"teacher_disagreement_score":0.05750608,"about_ca_system_score_codex":0.00041507097,"about_ca_system_score_gemma":0.0006445441,"threshold_uncertainty_score":0.11434275},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0039185924,0.9941194,0.00066145643,0.00017060731,0.00017668326,0.00039189344,0.00031303626,0.00002304638,0.00022535506],"genre_scores_gemma":[0.18911174,0.80202556,0.0037303655,0.0012861983,0.0003605263,0.002246908,0.00079685514,0.00004396103,0.0003978404],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98361117,0.007901697,0.0049044094,0.0013446016,0.0018298312,0.00040826737],"domain_scores_gemma":[0.966669,0.026580315,0.0038787543,0.0008154779,0.0017686536,0.00028774483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024283784,0.0035071962,0.023685694,0.006634221,0.00066295324,0.0041126157,0.0022654925,0.002970297,0.00313033],"category_scores_gemma":[0.05130214,0.0018731715,0.053374678,0.006775024,0.00092309614,0.002414463,0.0017809803,0.0027047251,0.00029932027],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002527751,0.000033746783,0.0025542947,0.290196,0.6935243,0.00008400995,0.00006812078,0.00039051776,0.00014147205,0.00010655543,0.00029007756,0.010083137],"study_design_scores_gemma":[0.000621925,0.00014799596,0.0014430688,0.015856965,0.98099077,0.000041490563,0.000021125685,0.000107216445,0.00007152175,0.00010549634,0.0005790404,0.0000133643725],"about_ca_topic_score_codex":0.005857886,"about_ca_topic_score_gemma":0.012522205,"teacher_disagreement_score":0.024283784,"about_ca_system_score_codex":0.003083805,"about_ca_system_score_gemma":0.0044878693,"threshold_uncertainty_score":0.12842643},"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":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27242583,0.0041958764,0.69777834,0.0020713245,0.00024477695,0.0002017406,0.00290277,0.015323397,0.0048559057],"genre_scores_gemma":[0.8676004,0.0006440559,0.11999199,0.00060283556,0.00012639746,0.00012020293,0.006527463,0.00018535918,0.0042013507],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996351,0.00008238266,0.00002146917,0.0001360249,0.00006939446,0.00005561737],"domain_scores_gemma":[0.9992834,0.0003564697,0.000079783844,0.000106783154,0.00011394695,0.000059545204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087321247,0.0010239356,0.0007249788,0.00085462694,0.00027901054,0.0009152047,0.0016708656,0.0012467022,0.0023264152],"category_scores_gemma":[0.0029008975,0.00038476533,0.0009012213,0.00058036717,0.00038659485,0.0012731119,0.0011800841,0.0022087628,0.00082594476],"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":[0.00072339555,0.0004241084,0.016765648,0.000266795,0.00023509694,0.00065929536,0.00021374151,0.29223377,0.017266987,0.00585556,0.017916728,0.6474389],"study_design_scores_gemma":[0.000015325872,0.000046479832,0.00094583625,0.000014036825,0.00002398887,0.00009141191,0.000021492946,0.98839104,0.0048339493,0.0047256313,0.0008826242,0.0000082610195],"about_ca_topic_score_codex":0.005107527,"about_ca_topic_score_gemma":0.0068982467,"teacher_disagreement_score":0.005107527,"about_ca_system_score_codex":0.0010025096,"about_ca_system_score_gemma":0.00090684305,"threshold_uncertainty_score":0.010155559},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99568695,0.0002519055,0.002224087,0.0001382746,0.000005084575,0.000026164353,0.0012398513,0.000018223383,0.00040944625],"genre_scores_gemma":[0.9959842,0.00008280939,0.0020244312,0.000037325437,0.0000038733087,0.000032666758,0.0016004111,0.0000048449065,0.0002293606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99974126,0.00010306286,0.000021094062,0.00008317584,0.000027500326,0.000023891536],"domain_scores_gemma":[0.9995679,0.00013176576,0.00010815586,0.00009765468,0.000051424002,0.00004296374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007931824,0.0002806706,0.00029017468,0.00052700075,0.00031546308,0.000595983,0.00024025154,0.00029309271,0.0010806883],"category_scores_gemma":[0.0019227463,0.00016309276,0.00044226274,0.0005197421,0.0003393194,0.00014113438,0.00065651827,0.00038878596,0.00020230007],"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":[0.0007899755,0.000092554954,0.9666766,0.00007156159,0.00044948992,0.00022781365,0.00029330768,0.0042139096,0.0055347686,0.0006296366,0.0017788619,0.01924155],"study_design_scores_gemma":[0.000026268326,0.000087083325,0.9878099,0.00001969558,0.000064119005,0.000280192,0.00008317811,0.009413408,0.00034588506,0.0013143863,0.0005458529,0.000010168627],"about_ca_topic_score_codex":0.009542069,"about_ca_topic_score_gemma":0.013776246,"teacher_disagreement_score":0.009542069,"about_ca_system_score_codex":0.00035907706,"about_ca_system_score_gemma":0.0003449336,"threshold_uncertainty_score":0.018973053},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99494815,0.00088261487,0.0012938613,0.00019068261,0.000010940811,0.000011555733,0.0017606625,0.000012214835,0.0008893545],"genre_scores_gemma":[0.9977034,0.0002857199,0.0008266668,0.000042811393,0.000009419009,0.000013154612,0.00090733636,0.000003524339,0.00020811358],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990963,0.00040056676,0.000052743646,0.00022213339,0.00013080309,0.000097522076],"domain_scores_gemma":[0.9964928,0.0012347866,0.0013097569,0.00039387544,0.00023242133,0.00033626144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021002176,0.00052789564,0.00024622676,0.00058439694,0.00026773335,0.00073555775,0.00045698063,0.00039379118,0.0016977029],"category_scores_gemma":[0.004575606,0.00013421061,0.00044673381,0.0006649094,0.00041368388,0.0004155801,0.0012998416,0.00079549226,0.00022699746],"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":[0.00011581948,0.000029724315,0.99413294,0.00003837192,0.00018860017,0.000024785315,0.00006999602,0.00048309276,0.00027087008,0.00011265708,0.0001444632,0.0043887026],"study_design_scores_gemma":[0.0000018312797,0.00006801983,0.99868053,0.000014305741,0.0000446399,0.000060990547,0.00007295055,0.0004746107,0.00016032164,0.00018397925,0.00023409518,0.000003671759],"about_ca_topic_score_codex":0.006381647,"about_ca_topic_score_gemma":0.010543542,"teacher_disagreement_score":0.006381647,"about_ca_system_score_codex":0.00035307943,"about_ca_system_score_gemma":0.00045257574,"threshold_uncertainty_score":0.012689054},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99731463,0.00012649,0.0012226055,0.00018624718,0.0000076108327,0.0000150429005,0.000697876,0.000016502938,0.00041290902],"genre_scores_gemma":[0.99746275,0.00005841248,0.0010135493,0.000035671197,0.000007308927,0.000010996837,0.0012194065,0.000004035757,0.00018788771],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991917,0.00028315026,0.000072304225,0.00017960166,0.00013011522,0.0001431359],"domain_scores_gemma":[0.9958478,0.0011839903,0.001130265,0.0005939062,0.0008955144,0.00034852317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001435617,0.00021034888,0.00030080442,0.0011165146,0.00066103373,0.0008212954,0.0005272502,0.00034281547,0.0007055068],"category_scores_gemma":[0.011424719,0.00015665697,0.0003972567,0.001065026,0.0002798348,0.0003172897,0.00080146204,0.00062123744,0.00019303308],"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":[0.000041195337,0.00001533761,0.994551,0.000005434894,0.0000299667,0.000022011425,0.00011668477,0.00042808396,0.00007677044,0.000041400886,0.0003291925,0.004342837],"study_design_scores_gemma":[0.000004902518,0.000019413666,0.9844438,0.00001625504,0.000016427999,0.000072240946,0.0003474288,0.014284597,0.00011484652,0.00022731115,0.00044608832,0.000006793775],"about_ca_topic_score_codex":0.12599693,"about_ca_topic_score_gemma":0.16320091,"teacher_disagreement_score":0.12599693,"about_ca_system_score_codex":0.001086735,"about_ca_system_score_gemma":0.0010696311,"threshold_uncertainty_score":0.25052714},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9562848,0.0073356526,0.0017881951,0.0006307982,0.0011402897,0.029442372,0.0015907236,0.00021802382,0.0015690412],"genre_scores_gemma":[0.9363152,0.0073680566,0.0063599413,0.0012807597,0.0012538083,0.04213024,0.0010482146,0.0000460444,0.0041976618],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99864584,0.00067331456,0.00013134713,0.0002104423,0.00016632868,0.0001728341],"domain_scores_gemma":[0.9984646,0.00045682545,0.0003462849,0.00014403743,0.00019853142,0.00038975355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028565424,0.0015522357,0.004644345,0.00081253075,0.0006528682,0.0012024953,0.0013023813,0.0027418023,0.0076406044],"category_scores_gemma":[0.0023411557,0.00088434044,0.0017403532,0.0008147423,0.0017761,0.0011088866,0.00058801105,0.0021934123,0.0008720285],"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":[0.950067,0.033627756,0.00021679945,0.0013322547,0.0005807662,0.00002748028,0.00004403246,0.000100263445,0.0030792411,0.00006609009,0.00031367326,0.010544552],"study_design_scores_gemma":[0.86022556,0.13789344,0.0006193747,0.00004311552,0.00031156593,0.000014067497,0.000020347983,0.00014202317,0.00033148407,0.00004738783,0.0003426903,0.000009019534],"about_ca_topic_score_codex":0.00089318864,"about_ca_topic_score_gemma":0.0016114563,"teacher_disagreement_score":0.0076406044,"about_ca_system_score_codex":0.0005364384,"about_ca_system_score_gemma":0.0018044723,"threshold_uncertainty_score":0.025560379},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993012,0.00037111863,0.00010174684,0.0000150203305,0.000009133127,0.0000065897407,0.00003783284,0.0000045472957,0.00015272014],"genre_scores_gemma":[0.99912363,0.00025602424,0.00019469073,0.000017190188,0.000005680921,0.00000981343,0.000083314924,0.0000032930927,0.00030630932],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99972945,0.000080372345,0.000035972855,0.0000348913,0.00006646391,0.000052782005],"domain_scores_gemma":[0.9997366,0.00003792914,0.00008815132,0.000021829075,0.000035124987,0.000080248145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005722866,0.0004663819,0.0005576794,0.0005679311,0.00020795527,0.00035987556,0.00015646336,0.00025724302,0.0007542705],"category_scores_gemma":[0.000544954,0.00026728932,0.00035547724,0.00032583135,0.0002926189,0.00018868461,0.00039223972,0.00036046084,0.00021354256],"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":[0.011783685,0.0010242206,0.10220873,0.000256,0.00029958587,0.0018313989,0.0005339453,0.00023334441,0.8724162,0.00010960595,0.00020803265,0.009095129],"study_design_scores_gemma":[0.00032352316,0.00802023,0.818367,0.000055619257,0.00048702292,0.0026083565,0.000544564,0.0014178785,0.16589798,0.0004539243,0.0017830874,0.00004082088],"about_ca_topic_score_codex":0.0016530047,"about_ca_topic_score_gemma":0.0016008478,"teacher_disagreement_score":0.0016530047,"about_ca_system_score_codex":0.0002507353,"about_ca_system_score_gemma":0.00031203163,"threshold_uncertainty_score":0.003286779},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99313676,0.0005218356,0.00023624598,0.00023845656,0.000017569435,0.00007189754,0.00071966834,0.000017856582,0.005039837],"genre_scores_gemma":[0.9982759,0.00034272412,0.00026278198,0.00014962244,0.000013675313,0.000017929497,0.0004589831,0.000006531495,0.0004719077],"study_design_codex":"observational","study_design_gemma":"case_report","domain_scores_codex":[0.99970526,0.000060337872,0.00003750321,0.00006986898,0.000042748314,0.00008421155],"domain_scores_gemma":[0.9996346,0.00006975459,0.0001252786,0.000040845254,0.000046998706,0.000082623075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023032547,0.00047819447,0.00016826067,0.0008418903,0.0014045079,0.0013456912,0.00043873282,0.0006468716,0.0023221946],"category_scores_gemma":[0.0015178995,0.00029670636,0.00020003083,0.0006030084,0.0005942202,0.00046396465,0.00080365426,0.0006511199,0.000319904],"study_design_candidate":"case_report","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":[0.00017836751,0.00009444982,0.9159352,0.00019281216,0.0000737834,0.05775425,0.00913496,0.00018313486,0.0047907336,0.00034773545,0.0022097141,0.009104807],"study_design_scores_gemma":[0.00002348681,0.00022481388,0.8769124,0.0006085596,0.00008472861,0.09324831,0.013636303,0.0003879978,0.0019466181,0.00023931153,0.012648424,0.000038956707],"about_ca_topic_score_codex":0.029857155,"about_ca_topic_score_gemma":0.05709161,"teacher_disagreement_score":0.029857155,"about_ca_system_score_codex":0.0011985941,"about_ca_system_score_gemma":0.0005953239,"threshold_uncertainty_score":0.059366763},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9124589,0.0011908544,0.08045531,0.00054807076,0.00007763495,0.00012492521,0.0009064763,0.0024559305,0.0017817968],"genre_scores_gemma":[0.9679681,0.00022408289,0.029454714,0.0001370323,0.000021280615,0.000048261387,0.0013717273,0.00009566123,0.0006792078],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99944645,0.00017289267,0.00004551061,0.00019487736,0.00009168409,0.0000485102],"domain_scores_gemma":[0.9987872,0.00061482773,0.00018849547,0.00011325946,0.00023783109,0.000058411722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018981681,0.00069981953,0.0006232665,0.00084888237,0.00027190225,0.0008449258,0.00061704894,0.0009231367,0.0008621008],"category_scores_gemma":[0.005736205,0.00045242495,0.0007266963,0.0003885386,0.00032660886,0.0009816801,0.00048587567,0.00077589136,0.0005077914],"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":[0.0018974438,0.00034897352,0.1419601,0.00024320098,0.0003985874,0.00038025586,0.00040134156,0.41738895,0.03881796,0.00075171207,0.0049867136,0.39242476],"study_design_scores_gemma":[0.000042118096,0.00047577295,0.047962196,0.00004681402,0.00011461481,0.00038380173,0.00011980035,0.9170971,0.030822149,0.0010728117,0.0018079369,0.000055011093],"about_ca_topic_score_codex":0.013287491,"about_ca_topic_score_gemma":0.024012009,"teacher_disagreement_score":0.013287491,"about_ca_system_score_codex":0.0011264548,"about_ca_system_score_gemma":0.0011232262,"threshold_uncertainty_score":0.026420295},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9663215,0.00022813407,0.03185506,0.00018549043,0.00001962845,0.000034576515,0.0003879385,0.000084447296,0.0008832534],"genre_scores_gemma":[0.99708253,0.00007741719,0.00258551,0.000024471537,0.0000035363964,0.000019071327,0.00010965542,0.0000060783327,0.00009169815],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99979526,0.00009103732,0.000015923235,0.000045064466,0.00003227989,0.000020399853],"domain_scores_gemma":[0.9989243,0.0007888989,0.000108573324,0.00008029475,0.00006156963,0.000036275404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067114097,0.000449604,0.00039768787,0.00034683506,0.00019876423,0.00057486043,0.00045827162,0.0006649246,0.00069340423],"category_scores_gemma":[0.0033285758,0.00018706381,0.00069901964,0.00025599764,0.0006217702,0.0004125141,0.00048402415,0.00045557614,0.00007717907],"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":[0.00006451453,0.000036454807,0.009582432,0.000038723203,0.00005566116,0.00009885535,0.000026545047,0.98493737,0.0022675507,0.0004136396,0.00006963141,0.002408591],"study_design_scores_gemma":[0.000016249396,0.00009550691,0.0053444603,0.000007535067,0.000029812742,0.000108672575,0.000020122276,0.99198663,0.0013702834,0.000868662,0.00013972091,0.000012387945],"about_ca_topic_score_codex":0.0056026834,"about_ca_topic_score_gemma":0.0027649847,"teacher_disagreement_score":0.0056026834,"about_ca_system_score_codex":0.00047747866,"about_ca_system_score_gemma":0.00048740272,"threshold_uncertainty_score":0.011140168},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8054681,0.0017403698,0.18412855,0.0010200111,0.00009490152,0.000114165094,0.003322156,0.0010178345,0.0030939158],"genre_scores_gemma":[0.978888,0.00042200548,0.017242184,0.00012605,0.00006120818,0.00010757994,0.0023099924,0.000076330725,0.000766529],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994837,0.00018785588,0.00003069513,0.00018248137,0.00007065621,0.000044579956],"domain_scores_gemma":[0.99812096,0.0010046486,0.0003298374,0.00019982272,0.00022648518,0.0001182342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019875728,0.0014770502,0.0009363693,0.0021290944,0.0004447713,0.0012179386,0.0006733542,0.0008173489,0.0015275155],"category_scores_gemma":[0.0067972415,0.00032352284,0.0012819769,0.0012800497,0.00040192791,0.001253141,0.0011956323,0.0011141268,0.0004032766],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052780996,0.00034670683,0.25353736,0.0001881582,0.0013484657,0.00041926975,0.00022362087,0.660788,0.00443319,0.0028359487,0.0031828417,0.07216865],"study_design_scores_gemma":[0.000015963124,0.00010002943,0.036238432,0.000042445663,0.0001442534,0.0001606912,0.000032162738,0.9552171,0.0006347562,0.00647208,0.00091034506,0.00003165558],"about_ca_topic_score_codex":0.011971675,"about_ca_topic_score_gemma":0.012558437,"teacher_disagreement_score":0.011971675,"about_ca_system_score_codex":0.00071743195,"about_ca_system_score_gemma":0.000903229,"threshold_uncertainty_score":0.023804009},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015090872,0.9659831,0.002235868,0.022689346,0.003370697,0.00055114215,0.00046732445,0.000044269676,0.003149129],"genre_scores_gemma":[0.01836112,0.9559262,0.012214586,0.008315738,0.0016888231,0.0007755453,0.0016093275,0.000020927693,0.0010877905],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951821,0.0013059133,0.0019242595,0.00027631735,0.0010959415,0.00021545493],"domain_scores_gemma":[0.98946816,0.004169528,0.0016260953,0.00022308766,0.004065721,0.00044733638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015143148,0.0010441575,0.0030703114,0.005948706,0.00070742966,0.0017649663,0.0027973827,0.0028759912,0.0011316238],"category_scores_gemma":[0.016483327,0.000472603,0.0024590946,0.0030157852,0.0013172671,0.002009355,0.00211694,0.0027287053,0.00076692685],"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":[0.0002683505,0.00008337302,0.002904386,0.07008099,0.0006097061,0.00083135435,0.00063703954,0.00030725004,0.0017393716,0.0026612498,0.09943383,0.8204431],"study_design_scores_gemma":[0.00040522256,0.00030021038,0.017918434,0.20215885,0.0038737254,0.007327665,0.0017794563,0.0006031002,0.0019052484,0.007155186,0.7564043,0.00016871197],"about_ca_topic_score_codex":0.0040996624,"about_ca_topic_score_gemma":0.006067725,"teacher_disagreement_score":0.015143148,"about_ca_system_score_codex":0.0017027443,"about_ca_system_score_gemma":0.008016149,"threshold_uncertainty_score":0.080085516},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19143246,0.000421316,0.7766254,0.001983898,0.00020928665,0.00090072065,0.0013762743,0.013366145,0.013684497],"genre_scores_gemma":[0.7173369,0.00032072136,0.2741574,0.0006892675,0.000048123624,0.0005166524,0.0016364857,0.000372342,0.0049220817],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991591,0.00044168156,0.00007254208,0.00011588235,0.00016568652,0.00004517447],"domain_scores_gemma":[0.99740344,0.0015875472,0.00016414566,0.00042439005,0.0002571433,0.00016321594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012968355,0.00047960412,0.00029672674,0.0003485662,0.00027058052,0.0012391708,0.0011073168,0.00071817933,0.006282202],"category_scores_gemma":[0.00626085,0.00026693635,0.0005269565,0.00021229991,0.0004796473,0.0010960714,0.001522544,0.00073147484,0.0012990073],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019412866,0.0014145286,0.026323177,0.00093172246,0.00044665154,0.0014298406,0.0022486132,0.5177661,0.046206158,0.028026748,0.023190161,0.35007504],"study_design_scores_gemma":[0.00033300757,0.0007526804,0.0028125437,0.000088817724,0.0001555534,0.00051381486,0.00029461927,0.90381676,0.018087273,0.027859565,0.04520345,0.0000819776],"about_ca_topic_score_codex":0.0017917841,"about_ca_topic_score_gemma":0.001974478,"teacher_disagreement_score":0.006282202,"about_ca_system_score_codex":0.0005880876,"about_ca_system_score_gemma":0.0011429387,"threshold_uncertainty_score":0.021016061},"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":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00056779693,0.010930831,0.0034010569,0.083299555,0.86246234,0.0006131187,0.033892747,0.0013841096,0.0034484002],"genre_scores_gemma":[0.10243733,0.07396653,0.042665917,0.30343992,0.2604657,0.01528608,0.047620263,0.008374443,0.14574379],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9710566,0.0076462403,0.008424584,0.003221182,0.008328496,0.00132297],"domain_scores_gemma":[0.8458674,0.069330774,0.012980167,0.0068332963,0.0627479,0.0022406157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025536861,0.0035026895,0.0059710317,0.006967843,0.0019519196,0.0060410537,0.0049671563,0.006946897,0.12238377],"category_scores_gemma":[0.36236104,0.0021771984,0.005895566,0.011995928,0.0016111855,0.004187128,0.0035393222,0.007395323,0.028643334],"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":[0.0001662371,0.0000070114893,0.0004430166,0.016726296,0.0005738925,0.00036568727,0.00015829343,0.000147472,0.00006652671,0.0010427679,0.9727591,0.007543682],"study_design_scores_gemma":[0.002038534,0.000113103,0.0052741338,0.058921274,0.00584439,0.0019150184,0.0005166121,0.00097027404,0.0007981165,0.007214189,0.9160218,0.0003724685],"about_ca_topic_score_codex":0.01900941,"about_ca_topic_score_gemma":0.02743093,"teacher_disagreement_score":0.12238377,"about_ca_system_score_codex":0.006821331,"about_ca_system_score_gemma":0.019594353,"threshold_uncertainty_score":0.40941453},"labels":[],"label_agreement":null}]}