{"id":"W4402891563","doi":"10.1177/096721090000800607","title":"Carotid Endarterectomy in Octogenerians","year":2000,"lang":"en","type":"article","venue":"Cardiovascular Surgery","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Carotid endarterectomy; Endarterectomy; General surgery; Cardiology; Internal medicine; Carotid arteries","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005841541,0.000252971,0.0009308936,0.0002496155,0.00005620305,0.00003017954,0.00008160657,0.0001078301,0.002251607],"category_scores_gemma":[0.00006021346,0.0002435592,0.002895102,0.0004651639,0.00007864941,0.0001162476,0.00001758794,0.0001706712,0.000407855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008700872,"about_ca_system_score_gemma":0.00019681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001145818,"about_ca_topic_score_gemma":0.00001251334,"domain_scores_codex":[0.9979688,0.0001327628,0.0003703385,0.0005031181,0.00053936,0.0004856121],"domain_scores_gemma":[0.9985864,0.00006592518,0.00002002716,0.001004163,0.00005539594,0.0002681242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001061037,0.0004823864,0.7218364,0.0002335322,0.002493882,0.0006354603,0.0001971255,0.0003468627,0.0003215327,0.00001443314,0.005259087,0.2680732],"study_design_scores_gemma":[0.002643153,0.00003703567,0.7232322,0.0002372833,0.000718715,0.001147183,0.0001282265,0.00002861234,0.003367024,0.00001608426,0.2678779,0.0005665431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804975,0.004556815,0.00003650616,0.00009695512,0.0002789009,0.0004249789,0.00001529119,0.0001536789,0.01393931],"genre_scores_gemma":[0.9970251,0.001267117,0.00003967308,0.0004476397,0.0003983972,0.00009254948,0.00009404831,0.00005305534,0.000582386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2675067,"threshold_uncertainty_score":0.9986604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441791790351598,"score_gpt":0.216589448128353,"score_spread":0.202171530224837,"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."}}