{"id":"W1946723818","doi":"","title":"Identification, prognosis, and management of patients with carotid artery near occlusion.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":194,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Carotid endarterectomy; Stenosis; Occlusion; Internal carotid artery; Endarterectomy; Stroke (engine); Radiology; Angiography; Surgery; Cardiology","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":[0.002445202,0.0002129623,0.0005563471,0.000492966,0.0003441799,0.0005096909,0.0002812747,0.0006975005,0.0004313273],"category_scores_gemma":[0.01059627,0.0001643422,0.0003866833,0.0003915437,0.0003940866,0.0004186601,0.0003303026,0.000416354,0.0001218004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002663882,"about_ca_system_score_gemma":0.0004575296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00111997,"about_ca_topic_score_gemma":0.002466855,"domain_scores_codex":[0.9987072,0.0005925719,0.0002223819,0.0001996693,0.0002084126,0.00006976189],"domain_scores_gemma":[0.9944426,0.001700388,0.002844469,0.0002082372,0.0003127259,0.000491614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001353549,0.0001029584,0.9840046,0.0001271622,0.0001018293,0.00009109497,0.00008221202,0.0001613375,0.000133638,0.00002302341,0.0004093715,0.01340917],"study_design_scores_gemma":[0.0002297717,0.0008532226,0.9959044,0.0001235798,0.0002243218,0.0008270257,0.0001461867,0.001056305,0.000178935,0.000143571,0.0002990128,0.00001371868],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928294,0.005447389,0.0001654636,0.0005359289,0.000031488,0.00004018334,0.0001675387,0.000008860357,0.0007737314],"genre_scores_gemma":[0.9986705,0.0005338227,0.0002909917,0.0001043762,0.00005722124,0.00002927582,0.0002615829,7.662336e-7,0.00005138802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002445202,"threshold_uncertainty_score":0.01293164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006274567121026847,"score_gpt":0.1937368358469189,"score_spread":0.187462268725892,"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."}}