{"id":"W2548614936","doi":"10.9778/cmajo.20160017","title":"Regulatory approval time for hormonal contraception in Canada, the United States and the United Kingdom, 2000-2015: a retrospective data analysis","year":2016,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research; Bayer Canada; Michael Smith Health Research BC; Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Hormonal contraception; Interquartile range; Family planning; Unintended pregnancy; Long-acting reversible contraception; Family medicine; Developed country; Public health; Gynecology; Reproductive medicine; Population; Pregnancy; Environmental health; Internal medicine; Research methodology; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002122092,0.0001344143,0.0003893434,0.0001729412,0.0001802922,0.00004805022,0.0003594843,0.00005155479,0.00009482152],"category_scores_gemma":[0.0005817914,0.00006239977,0.00003754282,0.0007880497,0.0002280419,0.0001920505,0.0001543131,0.0001513132,0.000004533125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005247147,"about_ca_system_score_gemma":0.0008624529,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7947059,"about_ca_topic_score_gemma":0.5402442,"domain_scores_codex":[0.9984173,0.0002600928,0.0003154455,0.0004778536,0.0002515411,0.0002778241],"domain_scores_gemma":[0.9981453,0.0003856006,0.0001813425,0.0009198874,0.0002682529,0.00009954839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04683511,0.0004669816,0.6878111,0.0001908273,0.004946582,0.00003962958,0.004941972,0.0003591914,0.006391,0.01550837,0.1576815,0.07482778],"study_design_scores_gemma":[0.00662721,0.0001035972,0.9446965,0.00005119203,0.0005384744,0.000009199499,0.0004793971,0.01940981,0.00004651718,0.0006734529,0.02723807,0.0001266143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634412,0.000234218,0.001365057,0.03156663,0.0000520762,0.002927362,0.0002695459,0.00001247641,0.0001314533],"genre_scores_gemma":[0.9960058,0.00009927972,0.0001127837,0.001231452,0.0001861479,0.0001832091,0.0009036479,0.0000155245,0.001262211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2568854,"threshold_uncertainty_score":0.4681451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04041419806159382,"score_gpt":0.3155993091768712,"score_spread":0.2751851111152774,"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."}}