{"id":"W2896726108","doi":"10.1136/bmj.k4224","title":"Transparency in clinical trial reporting","year":2018,"lang":"en","type":"letter","venue":"BMJ","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Transparency (behavior); Accounting; Business; Medicine; Computer science; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1870178,0.001603175,0.00565919,0.004009271,0.01305764,0.03120228,0.009320816,0.2597309,0.01420779],"category_scores_gemma":[0.5845074,0.004752179,0.006232499,0.004830081,0.03570388,0.01715176,0.01272583,0.1818238,0.009769575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02034899,"about_ca_system_score_gemma":0.0462277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008762849,"about_ca_topic_score_gemma":0.01238508,"domain_scores_codex":[0.6864328,0.1422955,0.05484189,0.02041575,0.07867619,0.01733785],"domain_scores_gemma":[0.2718117,0.5713077,0.05745156,0.03002544,0.03979806,0.02960547],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001333179,0.00003880284,0.0008617888,0.0004969009,0.000146651,0.001417272,0.00104881,0.0001700353,0.0001762309,0.03948599,0.9408814,0.01514282],"study_design_scores_gemma":[0.000769069,0.0001419064,0.001947969,0.00498423,0.0002630888,0.002030143,0.0008210196,0.001596472,0.0005126317,0.1452493,0.8413831,0.0003010414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001317398,0.001006435,0.0003956953,0.9875517,0.007282245,0.00003713858,0.00004256656,0.00002417064,0.003528411],"genre_scores_gemma":[0.003200276,0.0005480826,0.0007318616,0.9692699,0.02368599,0.0001391205,0.00003102732,0.00003182008,0.002362107],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8129822,"threshold_uncertainty_score":0.9890563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8488650762601649,"score_gpt":0.6946658362663487,"score_spread":0.1541992399938162,"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."}}