{"id":"W3129727398","doi":"10.1161/circulationaha.120.052339","title":"Sex, Permanent Drug Discontinuation, and Study Retention in Clinical Trials","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Gibson Energy (Canada)","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Discontinuation; Odds ratio; Internal medicine; Placebo; Clinical trial; Confounding; Adverse effect; Informed consent; Logistic regression","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003963598,0.00005644884,0.0002934932,0.00005443473,0.00003810525,0.00001660871,0.0000123692,0.00005683799,0.00003681752],"category_scores_gemma":[0.001200799,0.00005177899,0.0000552217,0.0001254713,0.00001277754,0.00005778267,0.00001249942,0.0001183127,0.000005235099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003769869,"about_ca_system_score_gemma":0.00006948418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006002468,"about_ca_topic_score_gemma":0.0001455398,"domain_scores_codex":[0.9978698,0.0009141373,0.0006903409,0.0002734344,0.0001708287,0.00008145801],"domain_scores_gemma":[0.9993184,0.0002417361,0.00009860642,0.0001839008,0.00009846683,0.00005885153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002770793,0.00022198,0.9253835,0.00003104649,0.00001857798,0.00002048211,0.002516246,0.000006704977,0.0001834225,0.00005757636,0.00005406322,0.0714787],"study_design_scores_gemma":[0.001876655,0.00004051406,0.9905754,0.00003967142,0.00005662082,0.00001356582,0.005832511,0.0009606014,0.00004631835,0.0003902241,0.0001206138,0.00004729429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967691,0.0005155608,0.0001039133,0.001391194,0.000271147,0.0006509515,0.000001382712,0.0000179753,0.0002787997],"genre_scores_gemma":[0.9991406,0.00004120859,0.00005021975,0.0001598358,0.000244642,0.00001869797,0.0001162498,0.000006506654,0.0002220328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07143141,"threshold_uncertainty_score":0.2111486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2713293375362044,"score_gpt":0.4776198564259295,"score_spread":0.206290518889725,"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."}}