{"id":"W3165935747","doi":"10.82308/17790","title":"\"Beyond birth control:\" the Yaz/Yasmin controversy and the risk evaluation of hormonal contraceptives","year":2018,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; McGill University","keywords":"Birth control; Control (management); Family planning; Medicine; Political science; Economics; Research methodology; Population; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01260978,0.0002356453,0.0003612853,0.00009689167,0.002988893,0.0001260568,0.0005043702,0.0001454885,0.0008601062],"category_scores_gemma":[0.002759143,0.0001461224,0.0001922721,0.0003377296,0.002428053,0.0005296786,0.0001205075,0.0003817795,0.0001153441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000229503,"about_ca_system_score_gemma":0.00006249144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002580666,"about_ca_topic_score_gemma":0.006953083,"domain_scores_codex":[0.9938248,0.00343875,0.0004744971,0.0004178972,0.001399188,0.000444879],"domain_scores_gemma":[0.997128,0.001056433,0.0004705579,0.0004222914,0.0007690259,0.000153672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005153237,0.00008006348,0.0003841781,0.000006021125,0.0001926281,7.213584e-7,0.0006631233,0.00002988367,0.001353039,0.787863,0.0000877358,0.2088243],"study_design_scores_gemma":[0.02147755,0.0004660173,0.06648964,0.00005384534,0.001353853,0.000004155356,0.01914711,0.002837993,0.0009871784,0.265997,0.6204613,0.0007243625],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8129092,0.0004205408,0.000009884244,0.001191449,0.0004668127,0.001652769,0.0002646862,0.00006950085,0.1830151],"genre_scores_gemma":[0.9961488,0.001075882,0.00007976234,0.001102006,0.0001553506,0.0001124113,0.000003457004,0.00002122018,0.001301117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6203736,"threshold_uncertainty_score":0.9983091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01985028597752919,"score_gpt":0.2808527118685953,"score_spread":0.2610024258910661,"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."}}