{"id":"W2805571677","doi":"10.17650/1818-8338-2017-11-3-4-23-33","title":"INDICATIONS FOR MYOCARDIAL REVASCULARIZATION – ARE THEY USING EQUALLY FOR CHOOSING OF INVASIVE STRATEGY IN PATIENTS WITH STABLE CORONARY ARTERY DISEASE?","year":2018,"lang":"en","type":"article","venue":"The Clinician","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Revascularization; Internal medicine; Cardiology; Coronary artery disease; Stenosis; Angina; Context (archaeology); Limiting; Canadian Cardiovascular Society; Retrospective cohort study; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002716716,0.00008724583,0.0002040923,0.00007758777,0.0001226629,0.00001171074,0.00007943517,0.00004497214,0.00001475213],"category_scores_gemma":[0.0005595375,0.00006330853,0.0001173537,0.0001067383,0.00009447194,0.00007956201,0.00002296688,0.0000595881,0.000001499716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004969633,"about_ca_system_score_gemma":0.0002378617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002400437,"about_ca_topic_score_gemma":0.0003068562,"domain_scores_codex":[0.9991599,0.00004886598,0.0003584476,0.0001577447,0.0001263295,0.0001487375],"domain_scores_gemma":[0.9986315,0.0004196644,0.0002521837,0.0002792855,0.0003619918,0.00005533113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001590252,0.000750517,0.9936275,0.0001554063,0.0001595208,0.000001557747,0.0003190619,0.0004889694,0.00003726303,0.000572804,0.0001301593,0.002166984],"study_design_scores_gemma":[0.002972389,0.001287266,0.9908711,0.0006834206,0.0003761716,7.925956e-7,0.0004205493,0.001312936,0.00004246996,0.001902094,0.00005047727,0.0000803505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856991,0.00006681461,0.0118175,0.0002465207,0.0001147438,0.001717191,0.0002569381,0.000008843609,0.00007231293],"genre_scores_gemma":[0.99851,0.00001010928,0.000653892,0.0002351369,0.0001709765,0.00006600239,0.0002950178,0.00002011168,0.00003876035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01281086,"threshold_uncertainty_score":0.2581647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05180813733737651,"score_gpt":0.3286301164179501,"score_spread":0.2768219790805737,"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."}}