{"id":"W2601386441","doi":"10.1056/jw201008190000005","title":"Outcomes of Drug Trials and Association with Funding Source","year":2010,"lang":"en","type":"article","venue":"Journal watch","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Clinical trial; Transparency (behavior); Drug; Drug trial; Family medicine; Internal medicine; Pharmacology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07610303,0.0003470505,0.001258838,0.007597388,0.0009615829,0.004344539,0.001111997,0.001171704,0.005148093],"category_scores_gemma":[0.4520703,0.0002578667,0.002032431,0.01491612,0.001365488,0.003852096,0.002741526,0.002430349,0.0004860049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001823188,"about_ca_system_score_gemma":0.003255326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002452348,"about_ca_topic_score_gemma":0.002258228,"domain_scores_codex":[0.8870941,0.05618645,0.02621852,0.004634697,0.02272413,0.003142055],"domain_scores_gemma":[0.2787994,0.4368128,0.2308787,0.01717601,0.02896986,0.007363328],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001275201,0.00007498248,0.9747568,0.0006149666,0.001192727,0.0001159385,0.0001984143,0.0003360799,0.00007632696,0.001159586,0.002096185,0.01810282],"study_design_scores_gemma":[0.0002913617,0.0006508984,0.9804417,0.0008754394,0.001528526,0.001009673,0.0006099366,0.001030846,0.0003921396,0.00463535,0.008451181,0.00008292079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8890836,0.0426165,0.007680232,0.01608859,0.0007258886,0.0005791092,0.01949181,0.0002479863,0.02348629],"genre_scores_gemma":[0.9917601,0.002272094,0.001315101,0.0005691362,0.0002543272,0.0003204937,0.002706633,0.00006218752,0.000740025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.923897,"threshold_uncertainty_score":0.4024761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4261339826300822,"score_gpt":0.5701375927865798,"score_spread":0.1440036101564977,"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."}}