{"id":"W3193410862","doi":"10.1016/j.jacc.2021.05.055","title":"Global Chronic Total Occlusion Crossing Algorithm","year":2021,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":230,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University; Université de Montréal; Royal Columbian Hospital; Hôpital du Sacré-Cœur de Montréal; McGill University Health Centre; Teleflex (Canada); Royal Alexandra Hospital; McMaster University; St. Michael's Hospital; St. Boniface Hospital; Memorial University of Newfoundland; University of Manitoba","funders":"InfraRedx; Abiomed; TherOx; Abbott Vascular; Regeneron Pharmaceuticals; Boston Scientific Corporation; Cardinal Health; Amgen; Edwards Lifesciences; American Heart Association; Daiichi Sankyo Europe; Sanofi; Daiichi-Sankyo; AstraZeneca","keywords":"Medicine; Occlusion; Lumen (anatomy); Collateral circulation; Intravascular ultrasound; Radiology; Algorithm; Cardiology; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002029182,0.0009228214,0.001533339,0.004208808,0.0004405958,0.001684094,0.001159387,0.0008734763,0.007245175],"category_scores_gemma":[0.003117235,0.0002434665,0.001919079,0.002025758,0.0006010259,0.001153949,0.000908208,0.001587855,0.002346192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00133576,"about_ca_system_score_gemma":0.004285849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002493765,"about_ca_topic_score_gemma":0.003341284,"domain_scores_codex":[0.9991754,0.0001767826,0.0002115197,0.0001311719,0.0002427552,0.00006237361],"domain_scores_gemma":[0.9988061,0.0003493874,0.000203542,0.00003910366,0.0005169375,0.00008491417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003124571,0.00006703391,0.00245328,0.009943423,0.0003850587,0.000343472,0.00007970205,0.001436918,0.0003690204,0.01223008,0.05413988,0.9182397],"study_design_scores_gemma":[0.0007409135,0.0005941621,0.0137584,0.02485819,0.003010247,0.008350642,0.0001764117,0.003249006,0.001380509,0.01734083,0.9264155,0.0001252023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006659581,0.9017511,0.03835301,0.006447997,0.003333831,0.001921043,0.002477135,0.0007345432,0.03832171],"genre_scores_gemma":[0.08187122,0.7558692,0.1193353,0.006670476,0.002608472,0.002878784,0.008722899,0.0002374643,0.02180621],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007245175,"threshold_uncertainty_score":0.02423757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02234667384248699,"score_gpt":0.353582205219289,"score_spread":0.331235531376802,"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."}}