{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":30,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":30,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"41dd18a303c4","filters":{"venue":"BMJ Medicine"}},"results":[{"id":"W4288457181","doi":"10.1136/bmjmed-2022-000247","title":"Measuring multimorbidity in research: Delphi consensus study","year":2022,"lang":"en","type":"article","venue":"BMJ Medicine","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":236,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute for Health Research Applied Research Collaboration West; NIHR Leicester Biomedical Research Centre; Nanyang Technological University; National University of Singapore; Peking University; National Institute for Health Research Health Protection Research Unit; National Institute for Health and Care Research; Health Data Research UK; Johns Hopkins University; Université de Sherbrooke; University of Otago","keywords":"Comparability; Delphi method; Medicine; Consistency (knowledge bases); Delphi; Family medicine; Statistics; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.6843520129801537,"gpt":0.5326763030399362,"spread":0.1516757099402175,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005415087,0.0001584429,0.0004263366,0.0006776872,0.0002355938,0.000009133714,0.0002200648,0.00002362873,0.002906594],"category_scores_gemma":[0.001454587,0.000139606,0.00004266385,0.001016835,0.0002663988,0.00002902134,0.0004467031,0.0007431038,0.00004107437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005678726,"about_ca_system_score_gemma":0.0003448554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001974714,"about_ca_topic_score_gemma":0.0003512269,"domain_scores_codex":[0.9960825,0.0006085474,0.0005062233,0.0004556365,0.001856771,0.0004902851],"domain_scores_gemma":[0.9986021,0.0003395014,0.00007564005,0.0006637259,0.0001283704,0.000190682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006489071,0.01282323,0.4766638,0.001591927,0.0008734013,0.04652417,0.02397539,0.001980164,0.003258137,0.006414712,0.4035899,0.01581618],"study_design_scores_gemma":[0.03288668,0.004760603,0.728994,0.0005395825,0.0002853919,0.0002422901,0.1871002,0.003363676,0.00003585017,0.0009057348,0.0404612,0.0004248141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.937966,0.0005488583,0.00000516644,0.01198955,0.0004277228,0.003331637,0.000005398356,0.0001105913,0.04561511],"genre_scores_gemma":[0.9973782,0.00001565985,0.0000538946,0.0003341346,0.00037745,0.0005079301,0.00002633154,0.00002779136,0.001278551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3631287,"threshold_uncertainty_score":0.9980049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4297318073","doi":"10.1136/bmjmed-2022-000297","title":"Association between menstrual cycle length and covid-19 vaccination: global, retrospective cohort study of prospectively collected data","year":2022,"lang":"en","type":"article","venue":"BMJ Medicine","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Office of Research on Women's Health; National Institute of Child Health and Human Development; Gedeon Richter; Oregon Health and Science University; Karolinska Institutet; Bill and Melinda Gates Foundation; World Health Organization; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Menstrual cycle; Coronavirus disease 2019 (COVID-19); Medicine; Retrospective cohort study; Cohort study; Demography; Prospective cohort study; Vaccination; Cohort; Internal medicine; Virology; Disease","retraction":null,"screen_n_in":null,"score":{"opus":0.06113642316798316,"gpt":0.4107060145187962,"spread":0.3495695913508131,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003812452,0.0002259592,0.0008754139,0.0002529536,0.0003789768,0.00001102141,0.0002382741,0.00007752815,0.0006894264],"category_scores_gemma":[0.01224493,0.0002109726,0.00002979997,0.001730384,0.00007118176,0.0001699881,0.0004529926,0.0003856424,0.000001904626],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004847134,"about_ca_system_score_gemma":0.0007652137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002991147,"about_ca_topic_score_gemma":0.00030709,"domain_scores_codex":[0.9958138,0.0003941526,0.0007214074,0.000921696,0.001869389,0.0002795238],"domain_scores_gemma":[0.9970415,0.0003588865,0.0007663086,0.001073612,0.0004767636,0.0002829072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004670761,0.0005729462,0.9652926,0.00009473898,0.000810142,0.00002990523,0.001930873,0.00002370847,0.0001078399,0.00006596505,0.02972277,0.0008814289],"study_design_scores_gemma":[0.009344862,0.003943496,0.9780479,0.00002139869,0.001188227,0.00009750326,0.004135925,0.0004108414,0.00001908765,0.0003751228,0.002250089,0.0001655492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694161,0.0002135619,0.0002227374,0.02151287,0.0003456825,0.005782758,0.0003852658,0.0001760475,0.00194495],"genre_scores_gemma":[0.9971367,0.00003627152,0.00007998925,0.0005842647,0.0006282763,0.0001841724,0.0003984361,0.00002459709,0.0009273083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02772055,"threshold_uncertainty_score":0.9989731,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4300863266","doi":"10.1136/bmjmed-2022-000309","title":"Consistency of covid-19 trial preprints with published reports and impact for decision making: retrospective review","year":2022,"lang":"en","type":"article","venue":"BMJ Medicine","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; Impact; University of Calgary; University of Ottawa; University of Toronto; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; MEDLINE; Meta-analysis; Internal medicine; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.142326363773464,"gpt":0.5112067978880492,"spread":0.3688804341145853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03697875,0.0001762215,0.001010679,0.000358181,0.0003224311,0.000129698,0.001001069,0.00007097324,0.006506247],"category_scores_gemma":[0.352015,0.00009811191,0.0001196251,0.001491181,0.0003147794,0.0007245911,0.0005827463,0.0003810549,0.000002325696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002229057,"about_ca_system_score_gemma":0.00107109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001252933,"about_ca_topic_score_gemma":0.00001811077,"domain_scores_codex":[0.9936703,0.0004440536,0.001742754,0.0009351731,0.002957021,0.0002507115],"domain_scores_gemma":[0.9878443,0.006680272,0.002483101,0.001416248,0.001197889,0.0003781129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009365894,0.0000560313,0.0599777,0.000108265,0.00004634488,0.00007011232,0.0005460103,0.00002622824,0.000007521586,0.0003004869,0.9168399,0.01265548],"study_design_scores_gemma":[0.0661972,0.007975936,0.1205811,0.005465969,0.0006438236,0.004259833,0.006631947,0.0007514472,0.00002129966,0.3306151,0.4557566,0.001099704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6517046,0.03896598,0.04823762,0.1647722,0.009354612,0.03290278,0.0004356627,0.0002986241,0.05332788],"genre_scores_gemma":[0.9935024,0.0002113842,0.0008733057,0.003686702,0.0003009796,0.0003649415,0.00001792955,0.00001627429,0.001026109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4610833,"threshold_uncertainty_score":0.9944019,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283035029","doi":"10.1136/bmjmed-2022-000134","title":"Safety of ezetimibe in lipid-lowering treatment: systematic review and meta-analysis of randomised controlled trials and cohort studies","year":2022,"lang":"en","type":"article","venue":"BMJ Medicine","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"West China Hospital, Sichuan University; Sichuan University","keywords":"Ezetimibe; Meta-analysis; Medicine; Systematic review; Randomized controlled trial; Internal medicine; MEDLINE; Cholesterol; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.1090622994973601,"gpt":0.3986997059901942,"spread":0.2896374064928341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.02413116,0.0002149332,0.02069211,0.0003946697,0.00005143173,0.000001329248,0.00004743648,0.00003030758,0.0002850653],"category_scores_gemma":[0.006721218,0.0001055889,0.001500265,0.0006377499,0.0001101605,0.00001856285,0.00004722376,0.00008741428,9.059782e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008815483,"about_ca_system_score_gemma":0.00007383503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002905081,"about_ca_topic_score_gemma":0.00002908591,"domain_scores_codex":[0.9943283,0.001847212,0.002741585,0.0002699657,0.0006714205,0.0001415662],"domain_scores_gemma":[0.9962505,0.001919958,0.001041202,0.0005430731,0.0001509374,0.00009440343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005931778,0.0001438131,0.0005307751,0.1461712,0.8455197,0.0000457405,0.001212487,0.00003349184,0.0001137903,0.00003728337,0.0000738324,0.0001860165],"study_design_scores_gemma":[0.07733166,0.0006698968,0.0005412097,0.002769864,0.9174625,0.00004171394,0.0009635778,0.00008454764,0.00002374424,0.00000465772,0.00003303649,0.00007356019],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02523421,0.9503173,0.00004519687,0.004062615,0.00004829967,0.01998903,0.00003552278,0.0000107228,0.0002571242],"genre_scores_gemma":[0.7820317,0.2106682,0.00009001214,0.0009998388,0.00007635034,0.005522179,0.00003763457,0.00002231476,0.0005518261],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7567974,"threshold_uncertainty_score":0.9938467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221137491","doi":"10.1136/bmjmed-2021-000036","title":"Use of tocilizumab and sarilumab alone or in combination with corticosteroids for covid-19: systematic review and network meta-analysis","year":2022,"lang":"en","type":"article","venue":"BMJ Medicine","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke; University of Calgary; University of Toronto; McMaster University; Impact","funders":"Canadian Institutes of Health Research","keywords":"Tocilizumab; Medicine; Meta-analysis; Odds ratio; Internal medicine; Confidence interval; Blinding; Placebo; Randomized controlled trial; Alternative medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.2815536507034119,"gpt":0.4876970948887386,"spread":0.2061434441853267,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004853227,0.0001896016,0.003782563,0.0002790531,0.0001250374,0.000006811275,0.00009063438,0.00003464716,0.0002883767],"category_scores_gemma":[0.07152602,0.000104559,0.0001845246,0.001182223,0.0003064821,0.00005557491,0.0001887671,0.0002112159,2.177024e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001888776,"about_ca_system_score_gemma":0.0002960315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005102527,"about_ca_topic_score_gemma":0.0004304705,"domain_scores_codex":[0.9966435,0.0005660008,0.001278668,0.0004002829,0.000857167,0.0002543824],"domain_scores_gemma":[0.9842179,0.01422754,0.0005063061,0.0005076427,0.000256132,0.0002845117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.006101509,0.0006950908,0.01423145,0.8651251,0.09919836,0.000337008,0.001351166,0.0008188401,0.00002476779,0.0006255988,0.01113182,0.0003592915],"study_design_scores_gemma":[0.02258141,0.01689697,0.01204762,0.0127559,0.9202833,0.0001186866,0.0008785459,0.01028774,0.000002763337,0.0005734328,0.003118458,0.0004552177],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02197794,0.3539641,0.02580584,0.5267781,0.0001474405,0.07078252,0.0003201035,0.0001575992,0.0000663709],"genre_scores_gemma":[0.9431137,0.009305603,0.00129007,0.03863375,0.00005230336,0.005415549,0.0001309692,0.0000372692,0.002020747],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9211358,"threshold_uncertainty_score":0.9362949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387599318","doi":"10.1136/bmjmed-2023-000651","title":"Multinational patterns of second line antihyperglycaemic drug initiation across cardiovascular risk groups: federated pharmacoepidemiological evaluation in LEGEND-T2DM","year":2023,"lang":"en","type":"article","venue":"BMJ Medicine","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"U.S. National Library of Medicine; National Institute of General Medical Sciences; National Human Genome Research Institute; National Heart, Lung, and Blood Institute; National Institutes of Health; Wellcome Trust; U.S. Department of Veterans Affairs","keywords":"Metformin; Medicine; Type 2 Diabetes Mellitus; Pharmacoepidemiology; Type 2 diabetes; Diabetes mellitus; Pharmacology; Sitagliptin; Vildagliptin; Internal medicine; Dipeptidyl peptidase-4; Drug; Endocrinology; Medical prescription","retraction":null,"screen_n_in":null,"score":{"opus":0.08371541989353905,"gpt":0.4010193193624689,"spread":0.3173038994689299,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005425554,0.0002079355,0.0007181682,0.0002972668,0.00007120749,0.00000582067,0.00007784459,0.00009056876,0.0006506874],"category_scores_gemma":[0.0009512122,0.0001559653,0.0001718589,0.0005934539,0.00007271998,0.0001110782,0.00007022701,0.0002085615,0.00004784518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001542781,"about_ca_system_score_gemma":0.00005102884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002418058,"about_ca_topic_score_gemma":0.0001290451,"domain_scores_codex":[0.9972611,0.0004259975,0.0007587694,0.0003951661,0.0008237918,0.0003351675],"domain_scores_gemma":[0.9987621,0.0003601512,0.0002457794,0.0002521787,0.0002840358,0.00009572853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004772848,0.0006021449,0.8919687,0.0006824951,0.00178819,0.0002706308,0.002348774,0.004437598,0.004627418,0.0001347567,0.009269958,0.08339208],"study_design_scores_gemma":[0.0140559,0.0003448005,0.9379529,0.0004247526,0.0007797754,0.000009200296,0.001189678,0.04129284,0.002127059,0.0001034773,0.001551748,0.0001678351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937279,0.001056618,0.0003144535,0.001828702,0.0003704844,0.001669404,0.00004886104,0.00009978742,0.0008838258],"genre_scores_gemma":[0.995559,0.0007756711,0.00006771726,0.0004072325,0.0004521821,0.0002482511,0.002047018,0.00002099851,0.0004219536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08322425,"threshold_uncertainty_score":0.7124571,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313550101","doi":"10.1136/bmjmed-2022-000218","title":"Role of precision medicine in obstructive sleep apnoea","year":2023,"lang":"en","type":"review","venue":"BMJ Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Sleep & Circadian Network; University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Polysomnogram; Medicine; Disease; Sleep (system call); Obstructive sleep apnea; Precision medicine; Intensive care medicine; Quality of life (healthcare); Physical therapy; Internal medicine; Polysomnography; Pathology; Apnea","retraction":null,"screen_n_in":null,"score":{"opus":0.0916572490704444,"gpt":0.4432673372278846,"spread":0.3516100881574402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002808787,0.0009272916,0.007015445,0.003114867,0.00005350963,0.000004698726,0.0007224365,0.0008089695,0.001275935],"category_scores_gemma":[0.008499268,0.0006012782,0.0004733554,0.003923204,0.00132411,0.00009481713,0.0004223761,0.001831995,0.0003188267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006915334,"about_ca_system_score_gemma":0.0003462732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005377675,"about_ca_topic_score_gemma":0.00006087095,"domain_scores_codex":[0.9916528,0.0005975671,0.003076261,0.001206306,0.002570911,0.0008961662],"domain_scores_gemma":[0.9936601,0.002472293,0.001125505,0.001614966,0.0005929539,0.0005342031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002008169,0.0001100533,0.0002450126,0.02743356,0.0005325382,0.0004045299,0.0006429142,5.404787e-7,0.0001071789,0.0004684089,0.0008388154,0.9690156],"study_design_scores_gemma":[0.007374939,0.002548513,0.004154841,0.1985477,0.003742217,0.0009189561,0.002594031,0.0002010599,0.00003554912,0.001950697,0.7771002,0.0008313131],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001402485,0.9793639,0.0000261224,0.0005974103,0.0008186856,0.006223416,0.00004957091,0.0001270633,0.01265358],"genre_scores_gemma":[0.0002664993,0.9949371,0.0002593488,0.00004405791,0.002167337,0.0005536829,0.0004305698,0.000263232,0.001078189],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9681843,"threshold_uncertainty_score":0.9998525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408907696","doi":"10.1136/bmjmed-2025-001446","title":"Benefits, burden, and harms of computer aided polyp detection with artificial intelligence in colorectal cancer screening: microsimulation modelling study","year":2025,"lang":"en","type":"article","venue":"BMJ Medicine","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ted Rogers Centre for Heart Research; University Health Network","funders":"Japan Society for the Promotion of Science; Norges Forskningsråd; European Commission","keywords":"Colonoscopy; Medicine; Colorectal cancer; Colorectal cancer screening; Psychological intervention; Guideline; Population; Grading (engineering); Incidence (geometry); Cancer screening; Internal medicine; Cancer; Pathology; Environmental health","retraction":null,"screen_n_in":null,"score":{"opus":0.0451637124240357,"gpt":0.3366111706112073,"spread":0.2914474581871716,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004092447,0.0001647413,0.0004247186,0.0004360171,0.0000695031,0.00001050755,0.00004613806,0.00008343071,0.00001250441],"category_scores_gemma":[0.00005248376,0.0001297964,0.00002670621,0.0007561763,0.0001164756,0.00007218316,0.00003412832,0.0002329685,3.050796e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008727387,"about_ca_system_score_gemma":0.00007084032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006325403,"about_ca_topic_score_gemma":0.002072311,"domain_scores_codex":[0.998656,0.00005106398,0.0004948268,0.00034631,0.0002785443,0.0001732341],"domain_scores_gemma":[0.9993383,0.0001218502,0.0001414325,0.000129511,0.0002041201,0.0000648038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01984465,0.0001528812,0.0574887,0.0001773685,0.0001345711,0.00001569542,0.002971482,0.2493404,0.01567817,0.0000465336,0.000009256093,0.6541402],"study_design_scores_gemma":[0.002227155,0.006277748,0.1260282,0.001596541,0.0002119142,0.00002970356,0.002203105,0.8280856,0.03308906,0.00008361898,0.00001496302,0.0001523591],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.74275,0.0005325858,0.2550903,0.0004933064,0.0001711668,0.0008798433,0.000001487699,0.00003737005,0.00004384902],"genre_scores_gemma":[0.9977826,0.00004719288,0.001601043,0.00006572228,0.0003870579,0.00007388498,0.000004953063,0.00001354442,0.00002396428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6539879,"threshold_uncertainty_score":0.956216,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412823866","doi":"10.1136/bmjmed-2025-001632","title":"Reporting guideline for chatbot health advice studies: the Chatbot Assessment Reporting Tool (CHART) statement","year":2025,"lang":"en","type":"article","venue":"BMJ Medicine","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Chatbot; Checklist; Guideline; Computer science; Chart; Advice (programming); Medicine; Data science; Psychology; World Wide Web; Statistics","retraction":null,"screen_n_in":null,"score":{"opus":0.506489169898254,"gpt":0.6595066021220202,"spread":0.1530174322237662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02511118,0.0002728735,0.001063795,0.0001966738,0.0006615338,0.00001860776,0.0001422908,0.00008598468,0.0001017544],"category_scores_gemma":[0.03705596,0.0001696136,0.0001438062,0.0005501526,0.0001634594,0.00008415613,0.00007886176,0.0003564418,0.000006944926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007857489,"about_ca_system_score_gemma":0.002301297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001965591,"about_ca_topic_score_gemma":0.0002494502,"domain_scores_codex":[0.9860612,0.0001362479,0.01190371,0.0005936989,0.0006557883,0.0006494201],"domain_scores_gemma":[0.9862153,0.001006287,0.00992569,0.0009419674,0.001714153,0.0001966289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001923014,0.0001879867,0.01332686,0.002164063,0.0003277996,0.00004190882,0.00736475,0.00005701858,0.0004828206,0.001929057,0.73932,0.2346054],"study_design_scores_gemma":[0.001163216,0.003061665,0.01004373,0.009554528,0.0006354669,0.0002597276,0.2338596,0.01830445,0.002534264,0.006325696,0.7137437,0.0005138825],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03659315,0.007449123,0.04553894,0.892808,0.00442781,0.008175263,0.000007069686,0.0002822265,0.004718481],"genre_scores_gemma":[0.8065048,0.003970463,0.03546178,0.1246335,0.009366347,0.003882503,0.0005270804,0.0001102505,0.01554325],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7699117,"threshold_uncertainty_score":0.9710553,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285808652","doi":"10.1136/bmjmed-2022-000183","title":"Establishment of a core outcome set for burn care research: development and international consensus","year":2022,"lang":"en","type":"article","venue":"BMJ Medicine","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"Medical Research Council; University of Bristol; National Institute for Health and Care Research; University Hospitals Bristol NHS Foundation Trust","keywords":"Delphi method; Outcome (game theory); Stakeholder; Medicine; Voting; Set (abstract data type); Outcomes research; Core (optical fiber); Delphi; Consensus conference; Family medicine; Medical education; Psychology; Alternative medicine; Public relations; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.6443272311328383,"gpt":0.6117755770613336,"spread":0.03255165407150473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006716493,0.00005353753,0.0001483952,0.0002720957,0.0004549806,0.00001142974,0.0003628058,0.00003102393,0.000376726],"category_scores_gemma":[0.003120111,0.00004757246,0.00001702104,0.0003128934,0.0006114548,0.00001995516,0.0003162286,0.0002056212,9.778671e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003723959,"about_ca_system_score_gemma":0.000468264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001118145,"about_ca_topic_score_gemma":0.0004268172,"domain_scores_codex":[0.9975896,0.0001937848,0.0003122641,0.0001768379,0.001467727,0.0002597778],"domain_scores_gemma":[0.9981887,0.0009207347,0.00007944067,0.0001305976,0.0005771121,0.0001034017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005772756,0.0001583814,0.08699437,0.0003962929,0.0001143635,0.0001682774,0.3163574,0.00001269986,0.000952275,0.06545905,0.4216839,0.1071257],"study_design_scores_gemma":[0.0008777967,0.0002720354,0.001587397,0.00006136968,0.000005077417,0.000009835961,0.2493424,0.00004583853,0.0001531105,0.002517759,0.7450475,0.00007989573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7458162,0.00144297,0.0003794145,0.1594958,0.001684619,0.007022936,0.0002515055,0.0001551475,0.08375138],"genre_scores_gemma":[0.9926469,0.00002002237,0.003253457,0.0001254469,0.0001619918,0.0005600918,0.00003759778,0.000008123882,0.003186324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3233635,"threshold_uncertainty_score":0.4124885,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4322621942","doi":"10.1136/bmjmed-2022-000470","title":"Impact of covid-19 vaccination on long covid","year":2023,"lang":"en","type":"letter","venue":"BMJ Medicine","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Vaccination; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Virology; Outbreak; Infectious disease (medical specialty); Disease","retraction":null,"screen_n_in":null,"score":{"opus":0.0477302328352651,"gpt":0.4246324566171144,"spread":0.3769022237818492,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002111647,0.000914421,0.002279831,0.001956082,0.0001151129,0.0000180596,0.0005721613,0.001389044,0.00321253],"category_scores_gemma":[0.02773892,0.0006486229,0.000653549,0.001059672,0.0002853653,0.0001007933,0.0001436407,0.002422697,0.0005168826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002356812,"about_ca_system_score_gemma":0.003198009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001806235,"about_ca_topic_score_gemma":0.0000545959,"domain_scores_codex":[0.993825,0.0004629519,0.001334508,0.001055793,0.002462049,0.0008597677],"domain_scores_gemma":[0.9894123,0.006239182,0.001098122,0.001873229,0.0003842857,0.0009928651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008668124,0.0001014792,0.01388732,0.008893528,0.0006641737,0.01044986,0.000425809,0.0000742694,0.0001973318,0.00002331464,0.9630746,0.001341493],"study_design_scores_gemma":[0.02873513,0.01882226,0.2241967,0.009988204,0.003334448,0.001832738,0.00008999457,0.0004037601,0.0001638635,0.001111148,0.7095388,0.001782895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006357839,0.0004393747,0.0008430408,0.9816576,0.001776941,0.004897728,0.0001538565,0.0006066146,0.003266999],"genre_scores_gemma":[0.0317932,0.0002492265,0.00007605911,0.9327449,0.01843034,0.0002932339,0.004549855,0.0003508554,0.01151233],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2535358,"threshold_uncertainty_score":0.9999074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400559506","doi":"10.1136/bmjmed-2024-000984","title":"Fostering diversity in clinical trials: need for evidence and implementation to improve representation","year":2024,"lang":"en","type":"editorial","venue":"BMJ Medicine","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Diversity (politics); Clinical trial; Inclusion (mineral); Representation (politics); Quality (philosophy); Psychology; Medicine; Political science; Social psychology; Epistemology; Pathology; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.8530143642663586,"gpt":0.7606621008955468,"spread":0.09235226337081182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.08389896,0.0002798921,0.001773737,0.0004995181,0.0000951156,0.00004442918,0.0002913219,0.001325799,0.00008889499],"category_scores_gemma":[0.578624,0.0002197081,0.0002384626,0.0004091032,0.0002553365,0.0001126245,0.003052447,0.003201301,0.00001976065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003283723,"about_ca_system_score_gemma":0.001081279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001401933,"about_ca_topic_score_gemma":0.001563511,"domain_scores_codex":[0.9915809,0.0009339668,0.003222797,0.001305266,0.00251472,0.0004423247],"domain_scores_gemma":[0.7350631,0.2604399,0.0008797087,0.001112818,0.001731647,0.0007728179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003481154,0.00004438837,0.001809765,0.00344924,0.000145954,0.00008288584,0.0009762586,2.3746e-7,0.0003104987,0.0001045054,0.8871009,0.1024942],"study_design_scores_gemma":[0.08401745,0.04794387,0.02329769,0.1181975,0.008684242,0.00003345488,0.01765451,0.001575437,0.0006276356,0.1675271,0.5280389,0.002402161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.004788915,0.001832247,0.001298941,0.0588844,0.9203652,0.01211069,0.000187458,0.00008697547,0.0004451952],"genre_scores_gemma":[0.0103707,0.005593135,0.001473954,0.0009268457,0.9776464,0.0007045662,0.0004023673,0.00007753116,0.002804553],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.494725,"threshold_uncertainty_score":0.9999707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392059303","doi":"10.1136/bmjmed-2022-000408","title":"Effectiveness and cost effectiveness of pharmacological thromboprophylaxis for medical inpatients: decision analysis modelling study","year":2024,"lang":"en","type":"article","venue":"BMJ Medicine","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Health Technology Assessment Programme; National Institute for Health and Care Research; Barts Charity","keywords":"Medicine; Emergency medicine; Risk assessment; Intensive care medicine; Psychological intervention; Cohort; Population; Confidence interval; Incidence (geometry); Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.04229472777484731,"gpt":0.414143174910548,"spread":0.3718484471357006,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004821527,0.0002629573,0.001542418,0.0005722866,0.00008285436,0.00001413779,0.0001318057,0.0001330548,0.0001925865],"category_scores_gemma":[0.000719613,0.0001694121,0.0001958066,0.001067234,0.0002239872,0.00007168815,0.0001305889,0.0002293682,0.000003679601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001180247,"about_ca_system_score_gemma":0.00009605607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002336781,"about_ca_topic_score_gemma":0.00001410265,"domain_scores_codex":[0.9971092,0.0003255527,0.0006317921,0.000655239,0.0009642756,0.0003138956],"domain_scores_gemma":[0.9958874,0.003263521,0.00008738496,0.0002770661,0.0002291401,0.0002554689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02071972,0.02547205,0.2395844,0.034027,0.07284421,0.002162731,0.006426078,0.01500035,0.01256994,0.011791,0.003142465,0.55626],"study_design_scores_gemma":[0.02051998,0.01901636,0.7532102,0.008067192,0.02883798,0.00003926883,0.001279396,0.1637294,0.001746023,0.002388236,0.0006386624,0.0005272881],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8182654,0.001540051,0.173154,0.0002025868,0.0004998063,0.006093884,0.00001121416,0.00006669763,0.0001664344],"genre_scores_gemma":[0.9977552,0.0005206267,0.0003324726,0.00008591586,0.0002043146,0.001018289,0.00004213371,0.00003063489,0.00001046028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5557327,"threshold_uncertainty_score":0.6908424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403007949","doi":"10.1136/bmjmed-2024-001009","title":"Sodium-glucose co-transporter-2 inhibitors in patients with chronic kidney disease with or without type 2 diabetes: systematic review and meta-analysis","year":2024,"lang":"en","type":"article","venue":"BMJ Medicine","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Impact","funders":"National Natural Science Foundation of China","keywords":"Medicine; Kidney disease; Hazard ratio; Meta-analysis; Internal medicine; Diabetes mellitus; Type 2 diabetes; Renal function; Relative risk; Placebo; Randomized controlled trial; Confidence interval; Intensive care medicine; Endocrinology; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.02186798370491308,"gpt":0.2994301664634036,"spread":0.2775621827584905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005161112,0.000405838,0.002654195,0.0004584365,0.0000322557,0.00002329436,0.00008466914,0.00003937396,0.0007311269],"category_scores_gemma":[0.0001056502,0.0001761746,0.0001804159,0.001314466,0.0001536586,0.0001331775,0.00001862482,0.0001406116,0.00002758355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001331564,"about_ca_system_score_gemma":0.0002015849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002404583,"about_ca_topic_score_gemma":0.00007979899,"domain_scores_codex":[0.9976992,0.00008516517,0.0006583179,0.0005382848,0.0006789655,0.0003400501],"domain_scores_gemma":[0.9985731,0.00007210993,0.000151332,0.0006058569,0.0001055097,0.0004921466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0006590894,0.0005191083,0.2632596,0.5741417,0.1540721,0.0006293493,0.0003238765,0.000002842127,0.000003228423,0.0000331282,0.006206724,0.0001491721],"study_design_scores_gemma":[0.003970411,0.002741068,0.01854983,0.04414375,0.9291972,0.000001896271,0.00004017517,0.0001406189,0.000009274881,0.000003550688,0.0008999263,0.0003023187],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.303885,0.6289793,0.0001286225,0.02868558,0.0002933943,0.03554733,0.0001937667,0.0005977688,0.001689343],"genre_scores_gemma":[0.9886308,0.001934911,0.00008289642,0.004080143,0.00007586144,0.0009124661,0.0007038075,0.00006379993,0.003515319],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7751251,"threshold_uncertainty_score":0.8005327,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402774469","doi":"10.1136/bmjmed-2023-000743","title":"Association between maternal mRNA covid-19 vaccination in early pregnancy and major congenital anomalies in offspring: population based cohort study with sibling matched analysis","year":2024,"lang":"en","type":"article","venue":"BMJ Medicine","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Bruyère; University Health Network; Ottawa Hospital; Public Health Ontario; Hospital for Sick Children; Impact; Women's College Hospital; McMaster University; University of Ottawa; Institute for Clinical Evaluative Sciences; Children's Hospital of Eastern Ontario; University of Toronto","funders":"Department of Family and Community Medicine, University of Toronto; Canadian Institutes of Health Research; Canadian Immunization Research Network; University of Toronto; Ontario Ministry of Health and Long-Term Care; Public Health Agency; Institute for Clinical Evaluative Sciences; Public Health Agency of Canada","keywords":"Medicine; Pregnancy; Offspring; Population; Vaccination; Gestation; Obstetrics; Cohort; Sibling; Pediatrics; Live birth; Confidence interval; Cohort study; Demography; Immunology; Biology; Internal medicine; Environmental health","retraction":null,"screen_n_in":null,"score":{"opus":0.03065421941419041,"gpt":0.3617708553873418,"spread":0.3311166359731514,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002218121,0.0002259425,0.0006969505,0.002180793,0.00005057616,0.00005835005,0.00005790053,0.0001179829,0.0001095304],"category_scores_gemma":[0.001540484,0.0001836082,0.00004662877,0.002366241,0.00001979372,0.0002882295,0.00002493713,0.00027627,0.000003209154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001434687,"about_ca_system_score_gemma":0.0002092753,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01370928,"about_ca_topic_score_gemma":0.004851683,"domain_scores_codex":[0.9973574,0.0002002045,0.0007222472,0.0006172782,0.0008378581,0.0002650579],"domain_scores_gemma":[0.9987803,0.0003704594,0.0002424464,0.000313237,0.0001174739,0.0001760632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003008377,0.0001035709,0.9947007,0.0004197062,0.0007623541,0.0001830016,0.001653011,0.0002761822,0.0002137863,0.000006444434,0.00001307678,0.001367387],"study_design_scores_gemma":[0.004345647,0.0006645149,0.9859135,0.0005948475,0.00251759,0.00001126113,0.000483614,0.005181923,0.00006189944,0.00004616214,0.00001112928,0.0001679551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872786,0.0003421255,0.001694395,0.007813021,0.0001146154,0.002552523,0.000008459382,0.0001381824,0.0000580835],"genre_scores_gemma":[0.9987803,0.00001791032,0.0001595064,0.0001531967,0.0002546472,0.0001422175,0.0001501938,0.00003098159,0.000311041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01150171,"threshold_uncertainty_score":0.9928585,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415570974","doi":"10.1136/bmjmed-2025-001375","title":"Factors associated with: problems of using exploratory multivariable regression to identify causal risk factors","year":2025,"lang":"en","type":"article","venue":"BMJ Medicine","topic":"Statistical Methods in Epidemiology","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Multivariable calculus; Regression analysis; Regression; Outcome (game theory); Linear regression; Risk factor; Logistic regression","retraction":null,"screen_n_in":null,"score":{"opus":0.4191391022590442,"gpt":0.5334994317299707,"spread":0.1143603294709265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003275847,0.0002905091,0.001100896,0.0002921361,0.0001075123,0.000004285105,0.0002311712,0.00022986,0.0001246717],"category_scores_gemma":[0.1369925,0.0001697824,0.00005045405,0.0006919189,0.0003407671,0.00006154271,0.0001280983,0.0003656263,0.000001139268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001768839,"about_ca_system_score_gemma":0.0001087883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003432215,"about_ca_topic_score_gemma":0.00004444637,"domain_scores_codex":[0.9965991,0.001269535,0.0009685372,0.0003840438,0.0004011952,0.0003775813],"domain_scores_gemma":[0.9807949,0.01759071,0.0006877728,0.0004847815,0.0002811137,0.000160727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002309154,0.000539628,0.8700352,0.001133795,0.001068925,0.00002657382,0.01010941,0.0006603332,0.05708589,0.03269033,0.02502265,0.001396367],"study_design_scores_gemma":[0.005968799,0.001353409,0.4312404,0.02269527,0.002174155,0.000003357032,0.01049195,0.01088495,0.02875751,0.4848507,0.0004254406,0.001154079],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5663335,0.00004267809,0.4320222,0.0001188287,0.0005211747,0.0006138438,0.00003559178,0.0000645979,0.0002475044],"genre_scores_gemma":[0.836144,0.00000759973,0.163227,0.0001162436,0.00009689994,0.00004913505,0.0000232349,0.00005463477,0.0002812345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4521604,"threshold_uncertainty_score":0.870277,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383874577","doi":"10.1136/bmjmed-2023-000632","title":"Pregnancy, fetal, and neonatal outcomes after a first booster dose of covid-19 vaccine during pregnancy in Ontario, Canada: population based, retrospective cohort study","year":2023,"lang":"en","type":"article","venue":"BMJ Medicine","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta; Public Health Ontario; Bruyère; University of Toronto; University of Calgary; Mount Sinai Hospital; University of Ottawa; McGill University; Institute for Clinical Evaluative Sciences; Children's Hospital of Eastern Ontario; McMaster University; Ontario Stroke Network; Ottawa Hospital","funders":"Department of Family and Community Medicine, University of Toronto; Norges Forskningsråd; University of Toronto; NordForsk; Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Pregnancy; Placental abruption; Obstetrics; Population; Hazard ratio; Chorioamnionitis; Retrospective cohort study; Gestational age; Pediatrics; Confidence interval; Fetus; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.0261937093671531,"gpt":0.3225716784475713,"spread":0.2963779690804182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000534524,0.0003247729,0.0009711116,0.0005818086,0.00008637307,0.000006948501,0.00008778038,0.00009332263,0.0005082852],"category_scores_gemma":[0.002442797,0.0002598516,0.00005680264,0.0007345261,0.0000542202,0.0001531791,0.0001075853,0.0003300372,0.000002341907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002635605,"about_ca_system_score_gemma":0.001123963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9236042,"about_ca_topic_score_gemma":0.9864285,"domain_scores_codex":[0.9969697,0.00008644064,0.0008442999,0.0007458733,0.000968567,0.0003850916],"domain_scores_gemma":[0.9983082,0.0001891466,0.0002787961,0.0007678414,0.0001294237,0.0003265797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009691734,0.0001654786,0.9932194,0.0008927613,0.00009772425,0.001371609,0.002518886,0.00005287745,0.00003888939,0.00000167303,0.0003799043,0.0002916759],"study_design_scores_gemma":[0.01090526,0.00061352,0.9847662,0.002315559,0.000242754,0.00009797659,0.000565883,0.0001141019,0.00002477504,0.0000207809,0.0001191311,0.0002140975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809459,0.000535518,0.00001572607,0.01338872,0.0003639483,0.004585565,0.00001895732,0.00009339593,0.00005230841],"genre_scores_gemma":[0.9972632,0.00003438443,0.00002825429,0.0004855396,0.00009983943,0.0004077677,0.0001102846,0.00004184593,0.001528907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06282426,"threshold_uncertainty_score":0.9999854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409752544","doi":"10.1136/bmjmed-2024-001017","title":"Monitoring complete hydatidiform molar pregnancies after normalisation of human chorionic gonadotrophin: national retrospective population study","year":2025,"lang":"en","type":"article","venue":"BMJ Medicine","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; University of Toronto","funders":"Imperial Experimental Cancer Medicine Centre; Imperial College London; National Institute for Health and Care Research; NIHR Imperial Biomedical Research Centre; Cancer Research UK","keywords":"Gestational trophoblastic disease; Gestational trophoblastic neoplasia; Medicine; Gynecology; Molar pregnancy; Partial Hydatidiform Mole; Trophoblastic Tumor; Obstetrics; Retrospective cohort study; Placental site trophoblastic tumor; Population; Gestational age; Pregnancy; Choriocarcinoma; Gestation; Fetus; Internal medicine; Placenta; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.03665922729643167,"gpt":0.3741702975071631,"spread":0.3375110702107315,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003873899,0.0001963264,0.0004811679,0.0003623177,0.0001587626,0.000006969425,0.00007844014,0.00004509949,0.00007001459],"category_scores_gemma":[0.0009546145,0.000162886,0.00006627975,0.0004678527,0.0001540033,0.0001328052,0.00005999528,0.0001527267,0.00001164798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000426085,"about_ca_system_score_gemma":0.0001258656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004528975,"about_ca_topic_score_gemma":0.00003402086,"domain_scores_codex":[0.9977185,0.00005656846,0.0006599236,0.0002974913,0.001083542,0.0001839969],"domain_scores_gemma":[0.9984109,0.0001193787,0.0002303764,0.0002306346,0.0009368174,0.00007184907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004060298,0.0004129767,0.9908205,0.000329605,0.0003320706,0.000023191,0.001191609,0.00005538801,0.002873249,0.002690959,0.0005386616,0.0003257838],"study_design_scores_gemma":[0.002998486,0.0008217047,0.9908323,0.001320347,0.0002855486,0.000004957146,0.001254186,0.0001444434,0.0000869272,0.002103831,0.00004039275,0.0001068968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926511,0.0005645761,0.000230949,0.001585362,0.0004173345,0.001444424,0.00003145598,0.00005296992,0.003021796],"genre_scores_gemma":[0.9981662,0.00002294413,0.000332293,0.00007869043,0.000426231,0.0002606474,0.0001234145,0.00001544759,0.0005741079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005515092,"threshold_uncertainty_score":0.6642297,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403836729","doi":"10.1136/bmjmed-2024-000998","title":"Proactive therapeutic drug monitoring of biologic drugs in patients with inflammatory bowel disease, inflammatory arthritis, and psoriasis: systematic review and meta-analysis","year":2024,"lang":"en","type":"article","venue":"BMJ Medicine","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; McMaster University; Impact","funders":"Danmarks Grundforskningsfond; Norges Forskningsråd; European Commission","keywords":"Medicine; Infliximab; Adalimumab; Psoriasis; Inflammatory bowel disease; Internal medicine; Adverse effect; Etanercept; Arthritis; Intensive care medicine; Disease; Rheumatoid arthritis; Immunology","retraction":null,"screen_n_in":null,"score":{"opus":0.01205230319510783,"gpt":0.2679499945721812,"spread":0.2558976913770734,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000832069,0.000302191,0.0009996215,0.0002157898,0.00003763037,0.00001530596,0.0001260693,0.00007369315,0.00001699249],"category_scores_gemma":[0.0001762903,0.0001900434,0.0001740598,0.0002344475,0.000248499,0.00001968912,0.00007506723,0.0001190776,0.000001434909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002096549,"about_ca_system_score_gemma":0.00009441559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005866164,"about_ca_topic_score_gemma":0.00001534088,"domain_scores_codex":[0.997978,0.0003343835,0.0006900069,0.0004825284,0.0003060887,0.0002089976],"domain_scores_gemma":[0.9989289,0.0000582122,0.0002345582,0.0004693504,0.000141167,0.0001678267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005308814,0.0001177026,0.7561566,0.1806092,0.06087175,0.0001539657,0.0008150864,0.00002184379,0.0002433751,0.0001971683,0.0001108995,0.0001714965],"study_design_scores_gemma":[0.001022825,0.0001368722,0.8580151,0.007358116,0.1325931,0.000003172719,0.0003128031,0.00002492072,0.0001129623,0.00005476232,0.00001308101,0.0003523203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7389251,0.2587472,0.00001092295,0.000186968,0.00004359941,0.002012163,0.00003342665,0.00001950059,0.00002107437],"genre_scores_gemma":[0.9931141,0.00590103,0.00002902316,0.0001521412,0.00006220407,0.0005784277,0.0000547014,0.00002694228,0.00008140395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.254189,"threshold_uncertainty_score":0.7749746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401626287","doi":"10.1136/bmjmed-2023-000784","title":"Development and validation of a prognostic model to predict birth weight: individual participant data meta-analysis","year":2024,"lang":"en","type":"letter","venue":"BMJ Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Mount Sinai Hospital; Université Laval","funders":"Health Technology Assessment Programme; Department of Health and Social Care; Medical Research Council; National Institute for Health and Care Research","keywords":"Birth weight; Confidence interval; Medicine; Pregnancy; Meta-analysis; Obstetrics; Calibration; Gestational age; Demography; Statistics; Mathematics; Biology; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.3758981088521682,"gpt":0.4180845351059137,"spread":0.04218642625374552,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001806077,0.0003497723,0.001650688,0.001301471,0.00003959691,0.00002827165,0.0003764404,0.000173018,0.0003958567],"category_scores_gemma":[0.001038112,0.0002226451,0.0001788119,0.000901099,0.000127899,0.00007013786,0.0006355431,0.0005678377,0.00003866679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003234605,"about_ca_system_score_gemma":0.000443404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003007791,"about_ca_topic_score_gemma":0.00001841212,"domain_scores_codex":[0.995305,0.0001036849,0.000961722,0.0008203372,0.002348636,0.0004606421],"domain_scores_gemma":[0.9979735,0.0002909846,0.0002100031,0.0009733882,0.0002567852,0.0002953315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00003716363,0.00005993526,0.0002186539,0.003094371,0.1707762,0.0002924506,0.0009440942,0.0001893679,0.0000182862,0.00006115644,0.8234739,0.00083443],"study_design_scores_gemma":[0.0006227976,0.0003677326,0.001671886,0.0003337652,0.5332507,0.000006623485,0.0001191625,0.01108179,0.00006864098,0.0001666726,0.4520637,0.0002464535],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003099184,0.006115994,0.004021637,0.9804572,0.0001409655,0.004051105,0.001326028,0.00008053645,0.0007073111],"genre_scores_gemma":[0.1011482,0.0005996252,0.07833982,0.6587133,0.004631571,0.005286722,0.1004356,0.0003401782,0.05050496],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3714102,"threshold_uncertainty_score":0.9079205,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410585961","doi":"10.1136/bmjmed-2024-001126","title":"Metformin for covid-19: systematic review and meta-analysis of randomised controlled trials","year":2025,"lang":"en","type":"article","venue":"BMJ Medicine","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Impact","funders":"Medical Research Council; Canadian Institutes of Health Research; Einstein Stiftung Berlin","keywords":"Medicine; Meta-analysis; Metformin; Confidence interval; Relative risk; Randomized controlled trial; Systematic review; MEDLINE; Guideline; Placebo; Absolute risk reduction; Internal medicine; Intensive care medicine; Alternative medicine; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.09382126290680265,"gpt":0.4366360151725271,"spread":0.3428147522657245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01144541,0.0001770531,0.007618155,0.000167189,0.00003451362,0.000004522341,0.0001352802,0.00008258678,0.0002796424],"category_scores_gemma":[0.03596713,0.00009118696,0.001450315,0.0002783882,0.00008690135,0.000001698308,0.00002403761,0.00002808187,2.264053e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007620217,"about_ca_system_score_gemma":0.0001511614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001601826,"about_ca_topic_score_gemma":0.00001614449,"domain_scores_codex":[0.9971431,0.0007244826,0.001582247,0.0002577119,0.0001605159,0.0001319467],"domain_scores_gemma":[0.9972214,0.001221135,0.0007987355,0.0004462202,0.0002023662,0.0001101665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004727723,0.0000639911,0.000004670817,0.2366508,0.7041116,0.000001188859,0.00008318677,0.0000178139,0.006145915,0.001308107,0.04621558,0.0006693598],"study_design_scores_gemma":[0.0364873,0.00008997053,6.51734e-7,0.0004369561,0.9411858,8.16326e-7,0.00005933916,0.00005261732,0.001973596,0.0001305435,0.01948735,0.00009510435],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001678935,0.9822396,0.008587493,0.001261967,0.00006915451,0.007316906,0.00007360792,0.000004529007,0.0002788257],"genre_scores_gemma":[0.0230825,0.8803899,0.0008441515,0.06740863,0.0003398072,0.01716548,0.0005706396,0.00003600924,0.01016292],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2370741,"threshold_uncertainty_score":0.9721533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409486685","doi":"10.1136/bmjmed-2024-000877","title":"Prognostic value of cervical length for spontaneous preterm birth in asymptomatic women with twin pregnancy: meta-analysis of individual participant data","year":2025,"lang":"en","type":"article","venue":"BMJ Medicine","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Health and Medical Research Council; Medical Research Council; Monash University","keywords":"Medicine; Obstetrics; Pregnancy; Hazard ratio; Gestation; Asymptomatic; Confidence interval; Gestational age; Premature birth; Gynecology; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.1058675766551629,"gpt":0.3628228691026819,"spread":0.256955292447519,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001322903,0.0002787678,0.002469116,0.0007409845,0.00002769135,0.000006827671,0.000506559,0.0001147587,0.0003107497],"category_scores_gemma":[0.001518224,0.0001759624,0.0001922194,0.001339021,0.000276198,0.00008096678,0.0001646635,0.000183189,7.043885e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004183718,"about_ca_system_score_gemma":0.000406732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009101493,"about_ca_topic_score_gemma":0.0002306029,"domain_scores_codex":[0.9968474,0.0001818168,0.001219378,0.000521479,0.0007450146,0.0004849471],"domain_scores_gemma":[0.9969198,0.001017707,0.0003971154,0.001296219,0.0001701773,0.0001989447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.01066918,0.002684622,0.3572333,0.02012859,0.5469807,0.002359724,0.02713756,0.0004021468,0.001017812,0.002205491,0.001130136,0.02805083],"study_design_scores_gemma":[0.009933935,0.00568122,0.4657588,0.003122694,0.4956215,0.0002087458,0.001912934,0.01607685,0.000428109,0.0004736399,0.0003905385,0.0003910714],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877389,0.004875566,0.0006709322,0.001940414,0.00007960819,0.00343027,0.0006968089,0.00004627216,0.0005212171],"genre_scores_gemma":[0.9969766,0.0000580165,0.001285542,0.000364728,0.00004290152,0.00060905,0.0003591693,0.00002190585,0.000282107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1085255,"threshold_uncertainty_score":0.717554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413369659","doi":"10.1136/bmjmed-2025-001369","title":"Prognostic models for cardiovascular and kidney outcomes in people with type 2 diabetes: living systematic review and meta-analysis of observational studies","year":2025,"lang":"en","type":"article","venue":"BMJ Medicine","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Ted Rogers Centre for Heart Research; Impact","funders":"","keywords":"Observational study; Meta-analysis; Type 2 diabetes; Medicine; Systematic review; Diabetes mellitus; Internal medicine; Intensive care medicine; MEDLINE; Endocrinology; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.1291236073801074,"gpt":0.3654917843034908,"spread":0.2363681769233834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001084504,0.0001535893,0.00339667,0.0002837234,0.00002180714,0.000003317218,0.00003656883,0.00002017136,0.000009657217],"category_scores_gemma":[0.002442884,0.00007979728,0.000269881,0.000666708,0.00006062026,0.00005023636,0.00004052908,0.00002981564,9.285436e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002611938,"about_ca_system_score_gemma":0.00003728144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001608706,"about_ca_topic_score_gemma":0.00003264545,"domain_scores_codex":[0.9988876,0.00006127804,0.0004665723,0.0002168115,0.0002474643,0.0001202778],"domain_scores_gemma":[0.9985468,0.000772577,0.0001182223,0.0002819325,0.0002294338,0.00005102625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000009002581,0.00007452565,0.1610148,0.3100474,0.5271972,0.000002647023,0.0003597877,0.0000636231,0.000001004851,0.0006693301,0.0005409374,0.00001966478],"study_design_scores_gemma":[0.0007758458,0.0002519434,0.03244881,0.01630108,0.9481131,3.805842e-7,0.00030155,0.001627547,7.607136e-7,0.00008793054,0.00002002754,0.00007103348],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04237369,0.9312766,0.0008788375,0.01438644,0.00004424636,0.01075899,0.00001959972,0.00003001872,0.0002315673],"genre_scores_gemma":[0.9570553,0.01951963,0.003557424,0.01048585,0.00002174622,0.004885659,0.0001486258,0.00003133925,0.004294479],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9146816,"threshold_uncertainty_score":0.3254038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414089623","doi":"10.1136/bmjmed-2025-001343","title":"Effectiveness of different de-implementation strategies in primary care: systematic review and meta-analysis","year":2025,"lang":"en","type":"article","venue":"BMJ Medicine","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke; University of Calgary; McMaster University; Impact","funders":"Strategic Research Council; Sigrid Juséliuksen Säätiö","keywords":"Primary care; MEDLINE; Primary (astronomy); Systematic review; Quality (philosophy)","retraction":null,"screen_n_in":null,"score":{"opus":0.5131712358289992,"gpt":0.6263941615213562,"spread":0.113222925692357,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01051951,0.0001580526,0.002707645,0.000323523,0.0000992327,0.000003428645,0.0001171022,0.00008657188,0.0002031645],"category_scores_gemma":[0.001574056,0.00009819269,0.0001263991,0.0007555537,0.00006718805,0.0001176016,0.00006922674,0.0003125552,0.000002081032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003558599,"about_ca_system_score_gemma":0.0005396563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003248118,"about_ca_topic_score_gemma":0.002672318,"domain_scores_codex":[0.9863,0.0113767,0.001515686,0.0002436485,0.0003283339,0.000235657],"domain_scores_gemma":[0.9929782,0.005548054,0.0006984844,0.0004135037,0.0002895253,0.00007220091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0000283865,0.00002473026,0.02159549,0.9636771,0.008848848,0.000003121296,0.002528789,6.065513e-7,0.00005194208,0.00311262,0.00009054788,0.00003779025],"study_design_scores_gemma":[0.001471649,0.0001721768,0.4330682,0.0595236,0.4677838,0.000001235672,0.03656633,0.00000756384,0.00002915505,0.001188666,0.00002510012,0.0001625],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2668025,0.6262655,0.004488315,0.05658842,0.0004223249,0.03770028,0.0001009422,0.0001191938,0.007512451],"genre_scores_gemma":[0.9895165,0.003315059,0.00006632331,0.004767429,0.00001621387,0.002108292,0.00009607912,0.000008831862,0.0001052754],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9041535,"threshold_uncertainty_score":0.4910204,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410213138","doi":"10.1136/bmjmed-2024-001132","title":"Statins for primary prevention of cardiovascular events in people with HIV: target trial and modelling study","year":2025,"lang":"en","type":"article","venue":"BMJ Medicine","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Women's College Hospital; Maple Leaf Medical Clinic; University of Calgary","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Minority Health and Health Disparities; National Center for Advancing Translational Sciences; National Institute of Dental and Craniofacial Research; National Institute of Neurological Disorders and Stroke; National Center for Research Resources; National Institute of Allergy and Infectious Diseases; National Institute of Nursing Research; National Institute of Mental Health; National Heart, Lung, and Blood Institute; National Institute on Alcohol Abuse and Alcoholism; National Eye Institute; National Institute on Aging; Gilead Sciences; National Cancer Institute; National Science Foundation; Canadian Institutes of Health Research; National Human Genome Research Institute; Health Resources and Services Administration; Centers for Disease Control and Prevention; National Institutes of Health; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Institute of Child Health and Human Development; National Institute of Diabetes and Digestive and Kidney Diseases; ViiV Healthcare; National Institute on Deafness and Other Communication Disorders; National Institute on Drug Abuse; Eli Lilly and Company; Government of Alberta; Agency for Healthcare Research and Quality","keywords":"Medicine; Hazard ratio; Myocardial infarction; Stroke (engine); Internal medicine; Unstable angina; Type 2 diabetes; Angina; Cohort; Diabetes mellitus; Coronary artery disease; Confidence interval; Statin; Cohort study; Physical therapy","retraction":null,"screen_n_in":null,"score":{"opus":0.03239978800230166,"gpt":0.3596771444048795,"spread":0.3272773564025778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006038876,0.00009981955,0.0005555329,0.0001983864,0.00004727341,8.107684e-7,0.00003256571,0.00004183799,0.000006308277],"category_scores_gemma":[0.00005725043,0.00007060742,0.00004876622,0.0002907254,0.00002455685,0.0000288027,0.00001371101,0.00008488075,5.24405e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007449571,"about_ca_system_score_gemma":0.0002241852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002981206,"about_ca_topic_score_gemma":0.00003936704,"domain_scores_codex":[0.9989079,0.00006522828,0.0004413837,0.0002234835,0.0002306566,0.0001313352],"domain_scores_gemma":[0.999363,0.0001014397,0.00009439151,0.0002747516,0.0001102646,0.00005615284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07129882,0.009357478,0.8594779,0.004515129,0.005162925,0.00004280158,0.008533621,0.01115998,0.00004463345,0.0006303184,0.001154902,0.02862155],"study_design_scores_gemma":[0.4687698,0.0148316,0.4808637,0.004568952,0.003610884,0.00002096404,0.002901832,0.02024993,0.00002256149,0.001315892,0.00261018,0.0002336735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9201126,0.001755866,0.06903118,0.0009925532,0.00006255822,0.007412184,0.000007646247,0.00001485228,0.0006106239],"genre_scores_gemma":[0.9932413,0.0001625457,0.004893829,0.00004946769,0.00005148259,0.0007713489,0.0001144153,0.00001177103,0.000703831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.397471,"threshold_uncertainty_score":0.2879287,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386597789","doi":"10.1136/bmjmed-2023-000569","title":"Preconception contraceptive use and miscarriage: prospective cohort study","year":2023,"lang":"en","type":"article","venue":"BMJ Medicine","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; National Institutes of Health","keywords":"Miscarriage; Medicine; Obstetrics; Pregnancy; Gynecology; Prospective cohort study; Cohort study; Family planning; Confounding; Population; Research methodology; Internal medicine; Environmental health","retraction":null,"screen_n_in":null,"score":{"opus":0.05010670887302564,"gpt":0.3789812918170335,"spread":0.3288745829440078,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001434656,0.0002021337,0.000560965,0.0002035248,0.0001379578,0.00001564415,0.00004012711,0.00008838673,0.0002292565],"category_scores_gemma":[0.001934193,0.0001501196,0.00003796774,0.0004665921,0.0002392071,0.000210872,0.00002929927,0.000270552,0.000121835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001065629,"about_ca_system_score_gemma":0.00008032702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002898937,"about_ca_topic_score_gemma":0.00005902481,"domain_scores_codex":[0.9979262,0.0001610489,0.000442221,0.0006564497,0.0004793391,0.0003346922],"domain_scores_gemma":[0.9986015,0.0001849666,0.0001488175,0.0004183158,0.0003816923,0.000264692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008095928,0.0001612428,0.9757746,0.00006803748,0.0001303391,0.00009445946,0.003744103,0.000001429764,0.002511745,0.00007851378,0.007811918,0.008814057],"study_design_scores_gemma":[0.005362418,0.002325824,0.98414,0.0001575317,0.0002601634,0.00009737719,0.005707439,0.0001809923,0.00007890828,0.0001484024,0.001406627,0.0001342597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834366,0.0002386656,0.0000980667,0.005807456,0.0004491133,0.008065123,0.000004984915,0.0002678999,0.001632114],"genre_scores_gemma":[0.9914497,0.000206709,0.00005124168,0.0004061235,0.001751311,0.0007565409,0.00005029157,0.00002826708,0.005299881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008679798,"threshold_uncertainty_score":0.6121698,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416840645","doi":"10.1136/bmjmed-2025-002024","title":"Reproducibility of meta-analytic results in systematic reviews of interventions: meta-research study","year":2025,"lang":"en","type":"article","venue":"BMJ Medicine","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"National Health and Medical Research Council; Australian Research Council","keywords":"Systematic review; Systematic error; Code (set theory); Reproducibility; Data extraction; Patient data","retraction":null,"screen_n_in":null,"score":{"opus":0.9716707446074663,"gpt":0.7243146200242608,"spread":0.2473561245832054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_broad","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.8872292,0.0003842239,0.02703194,0.002739267,0.00006249244,0.00006532131,0.00298417,0.00007658802,0.007587507],"category_scores_gemma":[0.8503987,0.0001366381,0.007737778,0.009890272,0.0003202643,0.0001446361,0.0004124751,0.0003468989,0.0002418569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000641693,"about_ca_system_score_gemma":0.0001322086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004349507,"about_ca_topic_score_gemma":0.0007770042,"domain_scores_codex":[0.3357251,0.4272384,0.193153,0.01016179,0.03267015,0.001051646],"domain_scores_gemma":[0.7546444,0.1090394,0.04497908,0.07620425,0.01479617,0.0003367321],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0003656253,0.007346568,0.03599042,0.3055679,0.1724643,0.00006896741,0.01648271,0.0003348783,0.0003859627,0.01071864,0.4451638,0.005110179],"study_design_scores_gemma":[0.007664399,0.003703262,0.06881712,0.05367411,0.6979706,0.0000290267,0.07664676,0.004549372,0.0004322965,0.06860588,0.01683659,0.00107061],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1756653,0.5527884,0.01160155,0.0424068,0.001953056,0.133861,0.0001097358,0.00002770979,0.08158644],"genre_scores_gemma":[0.9721137,0.0001359609,0.0006575354,0.00007008394,0.00003278405,0.001495232,0.000003920512,0.000007365725,0.0254834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7964484,"threshold_uncertainty_score":0.9933197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416738925","doi":"10.1136/bmjmed-2025-002261","title":"Time to recognise the risks to patients after an eating disorder diagnosis","year":2025,"lang":"en","type":"article","venue":"BMJ Medicine","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Affect (linguistics); Eating disorders; Bulimia nervosa; Risk factor; Disease; MEDLINE; Comorbidity","retraction":null,"screen_n_in":null,"score":{"opus":0.03310562416241138,"gpt":0.3965621563119489,"spread":0.3634565321495375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003643545,0.0001609227,0.000220086,0.000133213,0.0001268905,0.00001331321,0.0002394854,0.00007377484,0.007318525],"category_scores_gemma":[0.000447147,0.0001009881,0.00003875383,0.0004539967,0.00006859259,0.00003114701,0.00008163576,0.000146833,0.001275807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002050381,"about_ca_system_score_gemma":0.00001163874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001420746,"about_ca_topic_score_gemma":0.0002646061,"domain_scores_codex":[0.9986781,0.0001455358,0.0003257299,0.0003544152,0.0002004604,0.000295729],"domain_scores_gemma":[0.9990001,0.0002092492,0.00005751914,0.0005149792,0.00008686009,0.0001313087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008868866,0.00030315,0.7348588,0.000006769266,0.00001567436,0.000004518853,0.00392431,0.000003467063,0.000007992072,0.000009468022,0.07156614,0.189211],"study_design_scores_gemma":[0.0008584559,0.0008269249,0.9680469,0.0002327553,0.00008442431,3.571474e-7,0.001209426,0.00001034091,0.000003359365,0.0000543088,0.02852577,0.0001469696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752792,0.0001547199,0.00008335319,0.0094017,0.0006300274,0.001163974,0.00001166604,0.00005719061,0.01321823],"genre_scores_gemma":[0.9755317,0.000003532235,0.0001842778,0.01187397,0.000219562,0.001645039,0.00002709255,0.00002558441,0.01048924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2331881,"threshold_uncertainty_score":0.9995018,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409472343","doi":"10.1136/bmjmed-2025-001520","title":"Overactive bladder drugs and the risk of dementia","year":2025,"lang":"en","type":"letter","venue":"BMJ Medicine","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Overactive bladder; Dementia; Medicine; Urology; Internal medicine; Disease; Alternative medicine; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.0182564195503653,"gpt":0.3432980313292137,"spread":0.3250416117788484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001488256,0.0003023356,0.001007114,0.0002910657,0.0001036587,0.000008647754,0.0001805426,0.0003526132,0.001078699],"category_scores_gemma":[0.001046758,0.0001555204,0.0001485071,0.000278904,0.001135717,0.00003641064,0.000173406,0.002392002,0.00001318649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003225121,"about_ca_system_score_gemma":0.0003380416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008411114,"about_ca_topic_score_gemma":0.000004078846,"domain_scores_codex":[0.9972335,0.0004792016,0.0005471912,0.0003924914,0.0009858207,0.0003618079],"domain_scores_gemma":[0.9961574,0.002488749,0.0003049138,0.000681915,0.0002833482,0.00008364965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00114882,0.000028867,0.0009703363,0.0009701463,0.002408049,0.000295784,0.001490953,1.151745e-7,0.00001493981,0.00005248803,0.987904,0.004715466],"study_design_scores_gemma":[0.01078767,0.0007299949,0.003800201,0.001408536,0.00448625,0.0001519718,0.000730668,0.00007426708,0.0000929319,0.001261187,0.9762982,0.0001781189],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007908563,0.009493194,0.0000565974,0.9200115,0.0003152689,0.002089993,0.00008053373,0.00002309534,0.06713902],"genre_scores_gemma":[0.02401304,0.02308914,0.0002142946,0.8677068,0.009667174,0.0003272727,0.0007520651,0.00009650051,0.07413369],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05230462,"threshold_uncertainty_score":0.9999095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416840626","doi":"10.1136/bmjmed-2024-001317","title":"Household size and its role in the association between multimorbidity and health and social care outcomes in older adults in Wales: retrospective cohort study","year":2025,"lang":"en","type":"article","venue":"BMJ Medicine","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Medical Research Council; National Institute for Health and Care Research; Canadian Institute of Steel Construction","keywords":"Multimorbidity; Retrospective cohort study; Association (psychology); Cohort study; Long-term care; Term (time); Health care; Cohort; Activities of daily living","retraction":null,"screen_n_in":null,"score":{"opus":0.03706207294934199,"gpt":0.3753886654442863,"spread":0.3383265924949443,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001360917,0.0001577526,0.0006521466,0.0001970133,0.00006323493,0.00001485176,0.00005714882,0.00007121678,0.000006151492],"category_scores_gemma":[0.0005845969,0.0001129506,0.00001574239,0.0003075012,0.00005971408,0.00006784807,0.00007029393,0.0002830077,2.128455e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006218247,"about_ca_system_score_gemma":0.0001236198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003213315,"about_ca_topic_score_gemma":0.006638152,"domain_scores_codex":[0.9984446,0.0001857792,0.0003981813,0.0003464023,0.0003948741,0.0002301902],"domain_scores_gemma":[0.9993488,0.0003015992,0.000122315,0.0001339454,0.00004169108,0.00005160109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006880278,0.0001891107,0.9708295,0.0004146804,0.00006854859,0.00002781493,0.027165,2.738644e-7,7.110858e-7,0.00008468298,0.0004098507,0.0007409593],"study_design_scores_gemma":[0.01078276,0.0002443596,0.9012806,0.0005049684,0.0001072326,4.548575e-7,0.08689646,0.00002925793,3.753884e-7,0.00006187507,0.0000193761,0.00007230858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807401,0.001748822,4.899824e-7,0.01291329,0.0000543854,0.00365895,0.00001682996,0.00002233319,0.0008448297],"genre_scores_gemma":[0.9985359,0.0002029183,0.000004104522,0.0008596288,0.0001004363,0.0001362707,0.00003229326,0.000008923179,0.0001195778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.069549,"threshold_uncertainty_score":0.4857592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}