{"id":"W7099456732","doi":"","title":"Impact of Restrictive Prescription Plans on Heart Failure Medication Use","year":2016,"lang":"en","type":"article","venue":"","topic":"Historical Psychiatry and Medical Practices","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heart failure; Medical prescription; Cohort; Control (management); Cohort study; Prescription drug; Drug","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":[0.001906037,0.000249194,0.0003069417,0.001075149,0.00165811,0.001472171,0.001062421,0.0004387368,0.002141909],"category_scores_gemma":[0.009793915,0.0002944126,0.0008672031,0.002170906,0.001041495,0.0004415982,0.001102757,0.001147423,0.00009065669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01302283,"about_ca_system_score_gemma":0.02221816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9295555,"about_ca_topic_score_gemma":0.9542465,"domain_scores_codex":[0.996577,0.0006358617,0.0002582206,0.0003367333,0.001223881,0.0009682145],"domain_scores_gemma":[0.9902906,0.001552645,0.004490115,0.0005633901,0.001464514,0.001638762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004684989,0.00003109761,0.9982033,0.000009229848,0.00004938811,0.00001820092,0.00009029459,0.00007669146,0.00002716977,0.00005686874,0.0002186959,0.001172187],"study_design_scores_gemma":[0.000003158397,0.00001355872,0.9995216,0.00001083348,0.00001809174,0.0000220736,0.0001177255,0.0001026791,0.00001277809,0.0000139342,0.0001606286,0.000002939603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942608,0.000338371,0.00007320374,0.000484042,0.000009694402,0.00003332186,0.003009842,0.000005895579,0.001784799],"genre_scores_gemma":[0.9987464,0.0001296958,0.0001388119,0.00007989596,0.000006447157,0.000008366267,0.0007737511,0.000001829976,0.0001147243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9295555,"threshold_uncertainty_score":0.1417187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04357048340282764,"score_gpt":0.3699100812951301,"score_spread":0.3263395978923024,"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."}}