{"id":"W3128716400","doi":"10.26443/mjm.v17i1.145","title":"Clinical trial transparency at McGill University","year":2019,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Transparency (behavior); Clinical trial; Scrutiny; Obligation; Medicine; Alternative medicine; Clinical research; Public relations; Medical education; Family medicine; Political science; Pathology; 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","open_science"],"consensus_categories":[],"category_scores_codex":[0.17481,0.001499334,0.005161888,0.009231429,0.004805393,0.02100848,0.005540856,0.01140739,0.2077575],"category_scores_gemma":[0.5066947,0.003159384,0.002407072,0.006993894,0.007706689,0.00578043,0.009596414,0.008929249,0.02886452],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02759692,"about_ca_system_score_gemma":0.1702449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03009367,"about_ca_topic_score_gemma":0.04680941,"domain_scores_codex":[0.7821649,0.1110543,0.02498659,0.02040663,0.04952408,0.01186353],"domain_scores_gemma":[0.3600119,0.2621094,0.04969122,0.1303959,0.1185636,0.07922785],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001337625,0.00009039761,0.002198769,0.003134787,0.0002818654,0.001135212,0.001779297,0.0004743192,0.001432708,0.02570973,0.8496754,0.1127499],"study_design_scores_gemma":[0.000925214,0.0003298177,0.01166774,0.006698851,0.0002088137,0.001065706,0.0005632123,0.002997793,0.001798629,0.032637,0.9406024,0.0005048949],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01317519,0.03186966,0.04672495,0.5647698,0.04917587,0.01363568,0.02966464,0.01087215,0.2401121],"genre_scores_gemma":[0.2816079,0.01772917,0.1222556,0.1374255,0.03145487,0.02793214,0.01009165,0.006272924,0.3652303],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9944592,"threshold_uncertainty_score":0.9244947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8245715388793785,"score_gpt":0.5595442382799587,"score_spread":0.2650273005994198,"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."}}