{"id":"W3051704788","doi":"10.1017/cjn.2020.177","title":"Hemorrhagic Plaques in Mild Carotid Stenosis: The Risk of Stroke","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stenosis; Carotid endarterectomy; Stroke (engine); Cardiology; Radiology; Internal medicine; Hyperintensity; Magnetic resonance imaging; Carotid arteries","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005875724,0.0003928583,0.0004110554,0.0007972847,0.0004075962,0.0005062305,0.0001722857,0.0009128177,0.002460332],"category_scores_gemma":[0.002623208,0.0002740773,0.0002433041,0.0005986186,0.0003769579,0.0003204147,0.0002838141,0.0006454465,0.0006252442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007771829,"about_ca_system_score_gemma":0.0001965335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006511053,"about_ca_topic_score_gemma":0.0005652121,"domain_scores_codex":[0.9996871,0.0000962516,0.00002746778,0.0000375027,0.0001106272,0.00004124401],"domain_scores_gemma":[0.9991036,0.0002107085,0.0003664716,0.00005693154,0.00009171935,0.0001705574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004783028,0.00008711031,0.9864956,0.00006108949,0.00009816379,0.000724844,0.00008933432,0.00009264686,0.001505856,0.00005317685,0.0002953164,0.01001857],"study_design_scores_gemma":[0.0000154509,0.0001649284,0.9960627,0.00001734688,0.00005614121,0.002753564,0.00006583069,0.0002110809,0.0001926215,0.0001559768,0.0002987229,0.000005648521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948016,0.002744255,0.0002015589,0.0003910068,0.00003159819,0.0000147289,0.00007192095,0.00001534777,0.001727989],"genre_scores_gemma":[0.9984514,0.0007221384,0.0001746221,0.00005417877,0.0001882756,0.000004947849,0.00006564766,0.000002121211,0.0003366289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002460332,"threshold_uncertainty_score":0.008230627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916584890053942,"score_gpt":0.2484257005273072,"score_spread":0.2192598516267678,"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."}}