{"id":"W4294335546","doi":"10.1101/2022.09.01.22279512","title":"Evaluating prospective study registration and result reporting of trials conducted in Canada from 2009-2019","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto; University of British Columbia; Ottawa Hospital; University of Ottawa","funders":"University of Ottawa","keywords":"Clinical trial; Medicine; Trial registration; Family medicine; Odds; Odds ratio; Demographics; Demography; Internal medicine; Logistic regression","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.615693,0.0013939,0.00407825,0.0147559,0.004770833,0.01104184,0.007547908,0.002372525,0.005430161],"category_scores_gemma":[0.7671837,0.001881579,0.006098964,0.03242749,0.005986708,0.005706135,0.00631175,0.003674418,0.001089642],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0497246,"about_ca_system_score_gemma":0.2540157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4150164,"about_ca_topic_score_gemma":0.4923239,"domain_scores_codex":[0.244405,0.34216,0.2721697,0.02163165,0.1128608,0.006772875],"domain_scores_gemma":[0.0655888,0.263612,0.3644217,0.07082446,0.2261401,0.009412782],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01960831,0.0004258404,0.6040256,0.08114269,0.01874425,0.0003003185,0.006760193,0.003298823,0.0006802597,0.00683437,0.04832386,0.2098555],"study_design_scores_gemma":[0.005824709,0.00294174,0.8473096,0.03745325,0.01284563,0.0003532713,0.001958451,0.004048018,0.002229027,0.002457487,0.08195096,0.0006278264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3024501,0.1624113,0.04981784,0.0454352,0.004413627,0.1137135,0.2631712,0.001713929,0.05687331],"genre_scores_gemma":[0.83582,0.01618868,0.05021256,0.005862948,0.0008491429,0.05598878,0.03274639,0.000349514,0.001982038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9502754,"threshold_uncertainty_score":0.8252016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8726070762817517,"score_gpt":0.5990340724088135,"score_spread":0.2735730038729383,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}