{"id":"W2406612683","doi":"10.5114/aic.2016.59358","title":"Which parameters are important before attempting chronic total occlusions recanalization?","year":2016,"lang":"en","type":"article","venue":"Advances in Interventional Cardiology","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Interventional cardiology; Cardiology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004204831,0.001092259,0.002970689,0.002003787,0.002425068,0.007915207,0.001098893,0.003209941,0.03000506],"category_scores_gemma":[0.02991943,0.0004664924,0.001927568,0.00112362,0.001585859,0.007746896,0.00148356,0.007250731,0.01465962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001806607,"about_ca_system_score_gemma":0.003838032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002969652,"about_ca_topic_score_gemma":0.006428516,"domain_scores_codex":[0.9970123,0.0006794763,0.0006223368,0.0003142572,0.0008791937,0.0004925164],"domain_scores_gemma":[0.9882605,0.003202179,0.00224334,0.0005021754,0.003532337,0.00225958],"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":[0.003111419,0.001215504,0.06840159,0.004913292,0.0004298174,0.003199505,0.001573394,0.0006054984,0.00354015,0.005422782,0.2462764,0.6613106],"study_design_scores_gemma":[0.0007542465,0.002896499,0.2083378,0.0303495,0.002354333,0.02819439,0.01718693,0.002606712,0.009597628,0.07281831,0.6236473,0.001256327],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08451135,0.4796595,0.02894447,0.2939542,0.01978456,0.001262197,0.00362513,0.002138499,0.08612005],"genre_scores_gemma":[0.5247496,0.3047997,0.04219472,0.06584011,0.02037663,0.001661034,0.008186309,0.001657079,0.03053483],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03000506,"threshold_uncertainty_score":0.100377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01533363807664568,"score_gpt":0.3206478529092502,"score_spread":0.3053142148326045,"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."}}