{"id":"W3108249808","doi":"10.22541/au.160646227.76751347/v1","title":"When Rotational Atherectomy is not Enough","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital; University of Manitoba","funders":"","keywords":"Percutaneous coronary intervention; Revascularization; Medicine; Stent; Calcification; Cardiology; Debulking; Internal medicine; Atherectomy; Lithotripsy; Radiology; Myocardial infarction; Restenosis","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":[0.0003641156,0.0005213199,0.0004933061,0.0008901554,0.0004903355,0.0009891985,0.0003397491,0.001585117,0.00425286],"category_scores_gemma":[0.00198672,0.000196198,0.0004082976,0.0005821338,0.001189948,0.0006895606,0.0004950641,0.001347543,0.001581431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003475591,"about_ca_system_score_gemma":0.0003773955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004236565,"about_ca_topic_score_gemma":0.0007105729,"domain_scores_codex":[0.999697,0.00004624365,0.00003158841,0.00006741039,0.00006530076,0.00009256818],"domain_scores_gemma":[0.9991968,0.0001835896,0.0002457295,0.0001576382,0.0000435038,0.0001726938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001846573,0.000268988,0.1882569,0.000437081,0.0001323509,0.6388302,0.0005008086,0.000316607,0.0758112,0.002700559,0.005272294,0.08562644],"study_design_scores_gemma":[0.00003739256,0.0003567556,0.07475367,0.00005293871,0.00006543863,0.9091566,0.0002232132,0.0004826603,0.006733696,0.001317587,0.006778634,0.00004137204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9397435,0.008018213,0.01125427,0.005866345,0.0006747188,0.0001066857,0.0002251074,0.0006528526,0.03345837],"genre_scores_gemma":[0.9931973,0.001307184,0.002068182,0.0006558027,0.0004355713,0.00001327141,0.0001971892,0.00005772245,0.00206777],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00425286,"threshold_uncertainty_score":0.01422721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06572367195291519,"score_gpt":0.330968781982421,"score_spread":0.2652451100295058,"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."}}