{"id":"W3135961083","doi":"10.1161/str.52.suppl_1.p563","title":"Abstract P563: Prognosis Driven Definition of Carotid Near-Occlusion With Full Collapse","year":2021,"lang":"en","type":"article","venue":"Stroke","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Occlusion; Stenosis; Lumen (anatomy); Stroke (engine); Revascularization; Angiography; 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":[0.001593305,0.0004863676,0.0004376349,0.001231537,0.0002672109,0.0008131074,0.0006119143,0.0005099176,0.002052343],"category_scores_gemma":[0.004420258,0.000112557,0.0004185362,0.0008889625,0.0005176044,0.0006864481,0.001000339,0.0005963987,0.000522994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003170711,"about_ca_system_score_gemma":0.0005318406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008203709,"about_ca_topic_score_gemma":0.0007077283,"domain_scores_codex":[0.9992292,0.0002585507,0.0001059149,0.0001025631,0.0002184482,0.00008535488],"domain_scores_gemma":[0.9968407,0.0007918496,0.001236373,0.0001982554,0.0005319568,0.0004008085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005638583,0.00003034207,0.9913531,0.00004226091,0.00003535701,0.0002282412,0.00005580909,0.0003663533,0.0008154841,0.0001005947,0.0003697601,0.006038805],"study_design_scores_gemma":[0.00004102439,0.0003880214,0.9907007,0.00003865302,0.00007280986,0.003591863,0.0001526091,0.003226418,0.000651999,0.000459852,0.000658284,0.00001763808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946516,0.0005638514,0.002085791,0.0002114701,0.00004922684,0.00004998827,0.0005767822,0.00002037639,0.001791071],"genre_scores_gemma":[0.9982719,0.00007478007,0.0008409434,0.00002324636,0.00006319433,0.00002321595,0.000554771,0.000004057671,0.0001438285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002052343,"threshold_uncertainty_score":0.008426309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123066808880031,"score_gpt":0.2320725419658946,"score_spread":0.2197658610778915,"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."}}