{"id":"W4309497601","doi":"10.1161/circulationaha.122.059032","title":"Increasing Societal Benefit From Cardiovascular Drugs","year":2022,"lang":"en","type":"review","venue":"Circulation","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Intensive care medicine; Mineralocorticoid receptor; Harm; Pharmacology; Internal medicine; Aldosterone","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00147879,0.0006650856,0.0008648793,0.001643946,0.0002789951,0.001219341,0.0005300258,0.001501436,0.009148337],"category_scores_gemma":[0.002710876,0.0001844724,0.0007623462,0.001250191,0.0004497032,0.001424609,0.001253279,0.001792591,0.001452967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008488881,"about_ca_system_score_gemma":0.001314444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009206083,"about_ca_topic_score_gemma":0.001764619,"domain_scores_codex":[0.9991929,0.0002856824,0.00008634453,0.00006526036,0.0002971514,0.00007261923],"domain_scores_gemma":[0.9991069,0.0005734108,0.0001011757,0.00002110196,0.0001507697,0.00004661061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006210225,0.0000409484,0.0001841433,0.01831872,0.0002475907,0.0001053576,0.00009655707,0.0001832738,0.0004746481,0.01591259,0.05445105,0.909923],"study_design_scores_gemma":[0.00005107898,0.00008452663,0.001499683,0.01855519,0.000217326,0.0004996595,0.0001405969,0.00007186733,0.00028124,0.004552804,0.9740302,0.00001572153],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002989797,0.9904702,0.0001383571,0.003471591,0.0006807086,0.000008480851,0.00003430777,0.000008028138,0.004889298],"genre_scores_gemma":[0.003569331,0.9925724,0.0001928717,0.002212759,0.0007058721,0.00001227251,0.00002860885,0.000002234572,0.0007035941],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009148337,"threshold_uncertainty_score":0.03060418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1518963273134434,"score_gpt":0.3956417108141167,"score_spread":0.2437453835006733,"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."}}