{"id":"W4283524380","doi":"10.1016/j.ijcha.2022.101075","title":"Inequality between women and men in ICD implantation","year":2022,"lang":"en","type":"article","venue":"IJC Heart & Vasculature","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"Institut National d'assurance Maladie-Invalidité; Fonds Wetenschappelijk Onderzoek","keywords":"Medicine; Epidemiology; Internal medicine; Proportional hazards model; Cardiomyopathy; Demography; Psychological intervention; Cardiology; Heart failure","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":[0.0005325107,0.00008647716,0.0003716987,0.000100329,0.0001345748,0.00001176883,0.00000814314,0.00004824305,0.00002880374],"category_scores_gemma":[0.0000500194,0.00008020387,0.00006946772,0.0002433634,0.00002128502,0.00004099104,0.00007293384,0.000236993,0.000005701232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001135192,"about_ca_system_score_gemma":0.00003358512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001199644,"about_ca_topic_score_gemma":0.000004044045,"domain_scores_codex":[0.9990574,0.0001172404,0.0001687251,0.0001993555,0.0002746928,0.0001826377],"domain_scores_gemma":[0.9996179,0.0000914936,0.00002751735,0.0001581544,0.00002839392,0.00007655453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007548564,0.00001647527,0.9864685,0.00005634559,0.000109813,0.000008776726,0.005485587,0.0000593041,0.0007793028,0.0000410448,0.005393387,0.001505982],"study_design_scores_gemma":[0.0009108518,0.00006310998,0.9173824,0.00001041141,0.00002455228,0.0001533729,0.0008915417,0.000006630592,0.0000300576,0.0002026594,0.08024423,0.00008024532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917637,0.0008717493,0.000006728324,0.0007631367,0.00006148834,0.0002001945,0.00003711094,0.00004733115,0.006248601],"genre_scores_gemma":[0.999079,0.00003422628,0.00007514186,0.0003702968,0.0001511868,0.00003233787,0.00004737829,0.000009572991,0.0002008586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07485084,"threshold_uncertainty_score":0.3270619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02131046144505213,"score_gpt":0.3091830761747935,"score_spread":0.2878726147297414,"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."}}