{"id":"W2795903197","doi":"","title":"Current Perspectives and Practices on Chronic Total Occlusion Percutaneous Coronary Interventions.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Conventional PCI; Medicine; Percutaneous coronary intervention; Perforation; Interventional cardiology; Psychological intervention; Cardiac tamponade; Cardiology; Internal medicine; Interventional radiology; Tamponade; Emergency medicine; Surgery; Myocardial infarction","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":[0.0001617837,0.0001278109,0.0001578029,0.0001222779,0.0001500009,0.00003692763,0.00005317899,0.00004582011,0.0004679888],"category_scores_gemma":[0.0006628428,0.000109396,0.000148956,0.00009269916,0.0001780299,0.0001124822,0.0001123851,0.000184366,0.00007038038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002215212,"about_ca_system_score_gemma":0.00003964631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001633094,"about_ca_topic_score_gemma":0.00006444185,"domain_scores_codex":[0.9990346,0.00004449939,0.0002064459,0.0002986077,0.0001776944,0.0002381106],"domain_scores_gemma":[0.9992044,0.0001427831,0.000149988,0.0002159454,0.0001326373,0.0001542436],"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":[0.0007215051,0.002048377,0.01640201,0.0004060064,0.000141619,0.0003642862,0.0009236655,0.000001245894,0.00008620819,0.001142853,0.004500733,0.9732615],"study_design_scores_gemma":[0.0009859652,0.002932991,0.9800227,0.0005240288,0.0002262299,0.003947887,0.001182172,0.0001762907,0.00007042252,0.0001109989,0.009647732,0.0001725847],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802681,0.01320237,0.00006141107,0.001623517,0.000582031,0.0007606944,0.00001770895,0.0000721862,0.003412021],"genre_scores_gemma":[0.9966791,0.001263129,0.00007397994,0.00005157219,0.0006109997,0.0001434436,0.00001760189,0.00001529443,0.001144873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9730889,"threshold_uncertainty_score":0.5124149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04444839896919325,"score_gpt":0.3446625732808561,"score_spread":0.3002141743116629,"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."}}