{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008173751,0.00008075103,0.0001301076,0.00004153622,0.0000477448,0.00001976037,0.00004047512,0.00001786069,0.00002186222],"category_scores_gemma":[0.000005454896,0.00006203144,0.00004618475,0.0000960231,0.00006684994,0.00008653994,0.00003455087,0.00002944441,0.000005676379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002089759,"about_ca_system_score_gemma":0.000009171245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002080726,"about_ca_topic_score_gemma":0.000003045348,"domain_scores_codex":[0.9992317,0.00001331956,0.0001687477,0.0001777414,0.0002584942,0.0001500239],"domain_scores_gemma":[0.9995275,0.000004982538,0.00005395016,0.000208739,0.00008441113,0.0001203881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004267807,0.000377663,0.9410897,0.0002079706,0.0001688819,0.000001032014,0.00006721163,0.000002669912,0.000002737788,0.00003650837,0.0005490319,0.05745388],"study_design_scores_gemma":[0.001458813,0.0000265019,0.9956519,0.00003137624,0.0002341942,0.000004206677,0.00004706496,0.000008008859,0.0003434235,0.000003419544,0.002123659,0.00006743419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971615,0.0001319105,0.00002691233,0.0002916495,0.00002889718,0.001585584,0.0000117261,0.00002899129,0.0007328172],"genre_scores_gemma":[0.9987319,0.00008082969,0.0001844335,0.0001288929,0.00003232806,0.0005332417,0.00004301111,0.00001118099,0.0002541627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05738644,"threshold_uncertainty_score":0.2529569,"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."}}