{"id":"W2080312002","doi":"10.3810/hp.2000.11.217","title":"Appropriate Use of Carotid Endarterectomy","year":2000,"lang":"en","type":"review","venue":"Hospital Practice","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials","funders":"","keywords":"Medicine; Carotid endarterectomy; Asymptomatic; Stenosis; Endarterectomy; Stroke (engine); Complication; Carotid arteries; Carotid artery disease; Radiology; 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":[0.0007588548,0.0006630679,0.002064554,0.001896146,0.0001926056,0.0005839791,0.0006963995,0.0008333939,0.003455681],"category_scores_gemma":[0.002349736,0.000158706,0.0007276172,0.001543763,0.0002203236,0.0007144273,0.0003751618,0.0006332283,0.001035172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004346728,"about_ca_system_score_gemma":0.001393542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00141636,"about_ca_topic_score_gemma":0.003898528,"domain_scores_codex":[0.9992781,0.0002031943,0.0001479149,0.00008097463,0.0002579029,0.00003186621],"domain_scores_gemma":[0.9993685,0.0002691669,0.0002106398,0.00002070578,0.000101731,0.00002929081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001292379,0.00006880132,0.001147366,0.03666186,0.0002990546,0.0007021132,0.0000583696,0.0002201747,0.0007146235,0.0007084157,0.0205931,0.9386967],"study_design_scores_gemma":[0.0004972243,0.0004686203,0.03300945,0.1387295,0.003107256,0.01414543,0.0005675689,0.0004383518,0.001683923,0.005188549,0.8020866,0.00007746601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003335669,0.9973302,0.000100572,0.0003981128,0.0001700007,0.000008886867,0.00002210496,0.000005416644,0.001631081],"genre_scores_gemma":[0.003093425,0.9959759,0.000226065,0.0002988932,0.0001630753,0.00001032695,0.00003352555,8.697117e-7,0.0001978693],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003455681,"threshold_uncertainty_score":0.01156038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03781881101354122,"score_gpt":0.3269058266429533,"score_spread":0.289087015629412,"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."}}