{"id":"W3104952894","doi":"10.1016/j.rec.2020.09.009","title":"Impact of adherence to the hybrid algorithm for initial crossing strategy selection in chronic total occlusion percutaneous coronary intervention","year":2020,"lang":"en","type":"article","venue":"Revista Española de Cardiología (English Edition)","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Boniface Hospital","funders":"","keywords":"Conventional PCI; Percutaneous coronary intervention; Medicine; Confidence interval; Internal medicine; Myocardial infarction; Cardiology; Odds ratio; Incidence (geometry); Psychological intervention; Algorithm; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.000396265,0.0002123174,0.0004805485,0.0001059486,0.0001663116,0.000102474,0.0001275221,0.0001107791,0.0002029633],"category_scores_gemma":[0.001003998,0.0001758247,0.000664141,0.0003140982,0.0001051371,0.0001728518,0.00008160184,0.0003293352,0.000009518987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008438369,"about_ca_system_score_gemma":0.0005190145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009417734,"about_ca_topic_score_gemma":0.00001620712,"domain_scores_codex":[0.998351,0.0001843507,0.0005803615,0.0003579907,0.000195195,0.0003311069],"domain_scores_gemma":[0.9987038,0.0002745679,0.0001646319,0.0001725583,0.0005058954,0.00017848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004426098,0.00117796,0.05012836,0.00215709,0.001061593,0.001760434,0.002944284,0.03805358,0.0179804,0.000507188,0.04473856,0.8350645],"study_design_scores_gemma":[0.008914014,0.05651082,0.7657754,0.004304662,0.001124171,0.01062751,0.002098857,0.1389722,0.001782078,0.0002336017,0.008452585,0.001204011],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9280908,0.0007773836,0.06866097,0.0001416034,0.0003601739,0.001192621,0.0005953413,0.00006991515,0.0001112472],"genre_scores_gemma":[0.9959516,0.00006260295,0.0008231807,0.00008671447,0.002465948,0.00008701111,0.000468753,0.00002758999,0.00002659006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8338605,"threshold_uncertainty_score":0.7169924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02299534801866399,"score_gpt":0.3275350657585328,"score_spread":0.3045397177398688,"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."}}