{"id":"W4380794665","doi":"10.1161/circ.146.suppl_1.11314","title":"Abstract 11314: Essential and Evidence-Based Cardiovascular Disease Medicine Availability in Low-Cost Generic Drug Plans","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Formulary; Guideline; Canadian Cardiovascular Society; Pharmacy; Disease; Angina; Intensive care medicine; Family medicine; Internal medicine; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008839869,0.0003308087,0.0004889309,0.004960701,0.0003324955,0.001494584,0.0008912414,0.0005991069,0.006694021],"category_scores_gemma":[0.03965287,0.0002813452,0.001329128,0.008547938,0.0005048474,0.001680289,0.001513113,0.0007280629,0.0006583692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001760632,"about_ca_system_score_gemma":0.001853305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01625455,"about_ca_topic_score_gemma":0.01105361,"domain_scores_codex":[0.989148,0.003226133,0.002453644,0.0008985527,0.003902303,0.0003713928],"domain_scores_gemma":[0.9359721,0.02959237,0.02845639,0.001274533,0.003582656,0.001121944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002604694,0.00009078186,0.9685881,0.001141187,0.0004441428,0.00007027922,0.0001546545,0.0008652571,0.0001016094,0.000516966,0.00423861,0.02352811],"study_design_scores_gemma":[0.00004506325,0.0001324955,0.9919341,0.000505763,0.0002385358,0.0002088008,0.0001487484,0.002074375,0.000154634,0.0003262507,0.004221218,0.00001006455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.869745,0.009973957,0.003544953,0.003003037,0.00005702213,0.0007111132,0.09723839,0.0001155473,0.01561096],"genre_scores_gemma":[0.9794509,0.001498761,0.002986341,0.0003948914,0.00008210744,0.0002547656,0.01496833,0.0000109469,0.0003529826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01625455,"threshold_uncertainty_score":0.04675031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07950785660559355,"score_gpt":0.2762262089856539,"score_spread":0.1967183523800604,"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."}}