{"id":"W2623646542","doi":"10.1016/j.jcin.2017.03.016","title":"Predictors of Successful Hybrid-Approach Chronic Total Coronary Artery Occlusion Stenting","year":2017,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Canadian Heart Research Centre","funders":"","keywords":"Medicine; Tortuosity; Percutaneous coronary intervention; Cardiology; Occlusion; Internal medicine; Cohort; Percutaneous; Coronary occlusion; Radiology; Surgery; Myocardial infarction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006378849,0.0004161984,0.0004947961,0.0007897196,0.0006344416,0.001611809,0.0007148127,0.001609737,0.0099945],"category_scores_gemma":[0.006771557,0.0004006437,0.0008163985,0.0009163403,0.0008554925,0.001157766,0.0007942205,0.002251441,0.001079413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003652063,"about_ca_system_score_gemma":0.0007816412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001323008,"about_ca_topic_score_gemma":0.002769793,"domain_scores_codex":[0.9993334,0.0001269464,0.00008983664,0.0001098789,0.0001432525,0.0001966323],"domain_scores_gemma":[0.9923963,0.003102886,0.002093495,0.0005790552,0.0004853383,0.001342887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004130172,0.0000937314,0.99591,0.00001745686,0.0001067174,0.0003590206,0.00003453267,0.0002214417,0.0002361572,0.0001663356,0.0002768963,0.002164675],"study_design_scores_gemma":[0.00002529805,0.0002506089,0.9938992,0.00004169423,0.0001886465,0.002375022,0.0003378631,0.001698883,0.0001611801,0.000578054,0.0004201059,0.00002330959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929858,0.000729585,0.0004838306,0.0003422672,0.0000617618,0.0000155994,0.0002969142,0.00002228554,0.005061856],"genre_scores_gemma":[0.9989014,0.0002088286,0.0001601676,0.00004755764,0.0001269402,0.000007567985,0.0002261193,0.00001032874,0.0003111563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0099945,"threshold_uncertainty_score":0.03343493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.026839662336442,"score_gpt":0.28514350996364,"score_spread":0.258303847627198,"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."}}