{"id":"W4396869719","doi":"10.1503/cmaj.231595","title":"Clinical trial registration and results reporting: a call for transparency, coordination, and meaningful enforcement","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia; Dalhousie University","funders":"Wellcome Trust","keywords":"Transparency (behavior); Enforcement; Clinical trial; Trial registration; Statement (logic); Business; Accounting; Medicine; Medical physics; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7583284,0.003116925,0.01180105,0.01200587,0.01085582,0.042663,0.01998933,0.0851357,0.01129403],"category_scores_gemma":[0.8707885,0.005368931,0.00870584,0.01437408,0.066951,0.05605479,0.02725764,0.1731985,0.009058992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03185197,"about_ca_system_score_gemma":0.1801593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01258795,"about_ca_topic_score_gemma":0.008788853,"domain_scores_codex":[0.1537126,0.5737974,0.09681381,0.03176581,0.1300691,0.01384126],"domain_scores_gemma":[0.01987722,0.7502827,0.04814067,0.06590405,0.08941573,0.0263795],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006165369,0.0002366673,0.002228539,0.005024875,0.0004882623,0.000588342,0.006703415,0.001198224,0.0008540903,0.2216232,0.6513792,0.1090587],"study_design_scores_gemma":[0.000743144,0.000368044,0.003369385,0.02080598,0.0002845576,0.001304504,0.002846088,0.004181952,0.0008312276,0.3623403,0.6019751,0.0009496294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002726516,0.004365575,0.01692673,0.9655079,0.009663078,0.0002711508,0.0001233887,0.0003552675,0.002514226],"genre_scores_gemma":[0.02970445,0.006210354,0.09426148,0.8387685,0.02519688,0.002060788,0.0005838403,0.0009912089,0.002222481],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9148643,"threshold_uncertainty_score":0.2980241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6003767151623421,"score_gpt":0.5357336043928355,"score_spread":0.06464311076950668,"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."}}