{"id":"W26257433","doi":"","title":"Diagnostic cardiac catheterization and revascularization rates for coronary heart disease.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Cardiac catheterization; Conventional PCI; Percutaneous coronary intervention; Coronary artery disease; Revascularization; Population; Cardiology; Internal medicine; Emergency medicine; Demography; Myocardial infarction; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002463445,0.00008851985,0.0001731058,0.0000795146,0.00009302104,0.00003078118,0.00002846908,0.00004929962,0.000004391391],"category_scores_gemma":[0.001166862,0.00008191875,0.00008665135,0.0001391467,0.00006700425,0.0001051753,0.00002843112,0.00006230726,0.00000715971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009577043,"about_ca_system_score_gemma":0.00006216053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002101666,"about_ca_topic_score_gemma":1.766626e-7,"domain_scores_codex":[0.9991648,0.00003852273,0.0001338212,0.0002212372,0.0002010727,0.0002405695],"domain_scores_gemma":[0.9992574,0.0001529865,0.00002524152,0.0001802358,0.0001269163,0.0002572319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001295478,0.0004178705,0.8993539,0.0007414764,0.0006702337,0.00004080622,0.0002748439,0.0004701083,0.002451951,0.002763559,0.01322403,0.07829572],"study_design_scores_gemma":[0.001076016,0.00005555461,0.9846882,0.00001766291,0.000147043,0.000006080325,0.00001240873,0.00003949982,0.0005444849,0.000656167,0.01267055,0.00008630859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9032155,0.00265193,0.01580304,0.06399674,0.0006948028,0.01279323,0.0001851594,0.0002562061,0.0004033426],"genre_scores_gemma":[0.9914349,0.0003934049,0.0003700818,0.002309193,0.0002642533,0.004571858,0.0003463099,0.00002824242,0.0002817406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08821937,"threshold_uncertainty_score":0.3340549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02424501750785864,"score_gpt":0.2895831660006347,"score_spread":0.2653381484927761,"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."}}