{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005542511,0.000226295,0.001221934,0.00004761316,0.0002388087,0.00003002008,0.00007896363,0.0001535514,0.00131127],"category_scores_gemma":[0.00017066,0.0001979961,0.001322391,0.0002322514,0.00002695561,0.00008574996,0.0001122278,0.0005238724,0.0000869656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003543453,"about_ca_system_score_gemma":0.00009015425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002940722,"about_ca_topic_score_gemma":5.108246e-7,"domain_scores_codex":[0.9984055,0.0002092165,0.0003334239,0.0003730488,0.0004957527,0.0001830158],"domain_scores_gemma":[0.9988042,0.0005638234,0.0001820908,0.00032749,0.00002682526,0.00009560056],"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":[0.000008012787,0.00002430268,0.00009782132,0.002302918,0.002145818,0.00001751762,0.00007951283,0.000006054835,3.473797e-7,0.00002523042,0.00005721184,0.9952353],"study_design_scores_gemma":[0.0002516831,0.000007009327,0.0004744613,0.0009891116,0.009680757,0.00006565241,0.00004626292,0.00006494454,7.819243e-8,0.00006785303,0.9881653,0.0001869],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002685017,0.9931973,0.00003087468,0.00004748088,0.0003378506,0.0005434728,0.00004288511,0.00005871276,0.005472986],"genre_scores_gemma":[0.000959244,0.9970284,0.00009906253,0.0001125154,0.0007394426,0.00006483603,0.0009311118,0.00004233934,0.0000230741],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9950483,"threshold_uncertainty_score":0.9996017,"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."}}