{"id":"W4312587277","doi":"10.1007/978-3-031-05437-2_6","title":"Equipment Requirement for Chronic Total Occlusion Percutaneous Coronary Intervention","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Conventional PCI; Percutaneous coronary intervention; Percutaneous; Balloon catheter; Occlusion; Coronary occlusion; Balloon; Dissection (medical); Catheter; Interventional cardiology; Angioplasty; Radiology; Surgery; Cardiology; 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":[0.0002032798,0.0005649708,0.0003909112,0.0008229183,0.0003121128,0.0006093174,0.0006107707,0.0005062384,0.08705039],"category_scores_gemma":[0.0006797066,0.0001546017,0.0003321407,0.0006014987,0.0001242329,0.0004830336,0.000385604,0.0006920627,0.02239301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004590873,"about_ca_system_score_gemma":0.0006292429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001993162,"about_ca_topic_score_gemma":0.005776764,"domain_scores_codex":[0.9997743,0.00002241969,0.00001014552,0.00002104276,0.0001555021,0.00001655761],"domain_scores_gemma":[0.9996988,0.0001518575,0.00002722421,0.00001815575,0.0000799075,0.00002415476],"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":[0.00006518149,0.000185018,0.001871187,0.0007372593,0.00001819113,0.0008295026,0.0001423268,0.0007766148,0.003338322,0.01180622,0.4348615,0.5453686],"study_design_scores_gemma":[0.000007949399,0.0001919388,0.01434933,0.0006764208,0.00002180942,0.003477985,0.0001152541,0.0005703943,0.001302507,0.003734037,0.9755329,0.00001947752],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00698036,0.02466021,0.008481221,0.002632381,0.003128656,0.0001281286,0.001995645,0.0004160091,0.9515773],"genre_scores_gemma":[0.02157334,0.01716735,0.005775709,0.001263925,0.001045797,0.0001007975,0.00199725,0.0001835184,0.9508923],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08705039,"threshold_uncertainty_score":0.2912126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03038153395181853,"score_gpt":0.3003311989995368,"score_spread":0.2699496650477182,"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."}}