{"id":"W2287419117","doi":"10.1177/2168479015608415","title":"Birth Control in Clinical Trials: Industry Survey of Current Use Practices, Governance, and Monitoring","year":2015,"lang":"en","type":"article","venue":"Therapeutic Innovation & Regulatory Science","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Clinical trial; Medicine; Birth control; Pharmaceutical industry; Consistency (knowledge bases); Pharmacy; Family medicine; Corporate governance; Family planning; Medical education; Environmental health; Business; Population; Pharmacology","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":[0.1795476,0.0001889404,0.0004905442,0.004683778,0.001127491,0.003717618,0.001071075,0.001324192,0.001257825],"category_scores_gemma":[0.2819318,0.0005241191,0.0004857614,0.007260073,0.001494149,0.002692766,0.002219986,0.001788119,0.0004093385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00310273,"about_ca_system_score_gemma":0.007821885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003777062,"about_ca_topic_score_gemma":0.005059309,"domain_scores_codex":[0.7677606,0.1534757,0.03951183,0.006754016,0.0294515,0.003046354],"domain_scores_gemma":[0.3565018,0.3244557,0.1983719,0.03005061,0.08090706,0.009712923],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004949321,0.0003269113,0.7904072,0.0009607967,0.0002138804,0.0001691288,0.007698574,0.0005843741,0.001266302,0.002210298,0.01056495,0.1851026],"study_design_scores_gemma":[0.0001435667,0.001665281,0.8930743,0.001462353,0.0001340544,0.0008737804,0.01155888,0.003607589,0.00178392,0.00180674,0.08374713,0.0001423896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8839794,0.01489682,0.01754874,0.0457322,0.000194894,0.003334539,0.00532543,0.0003202504,0.02866772],"genre_scores_gemma":[0.9691157,0.00584731,0.01380011,0.005761363,0.0002127124,0.001476825,0.002307394,0.00006008086,0.001418592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8204525,"threshold_uncertainty_score":0.9495497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5117005966845387,"score_gpt":0.5232290413459659,"score_spread":0.01152844466142722,"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."}}