{"id":"W2063491728","doi":"10.1038/ncpcardio0265","title":"Is carotid endarterectomy safe in patients over 80 years old?","year":2005,"lang":"en","type":"letter","venue":"Nature Clinical Practice Cardiovascular Medicine","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"","keywords":"Carotid endarterectomy; Medicine; Cardiology; Endarterectomy; 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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004269811,0.001163165,0.004286438,0.0007171998,0.00009160092,0.00005627702,0.0006553677,0.00519302,0.002047627],"category_scores_gemma":[0.0137562,0.0009900953,0.005412351,0.0008828177,0.0006051041,0.0004772971,0.0002416864,0.0177699,0.0004363568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005344148,"about_ca_system_score_gemma":0.0005708241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002076818,"about_ca_topic_score_gemma":0.000009027513,"domain_scores_codex":[0.987704,0.001430282,0.002443554,0.002347932,0.004901055,0.001173205],"domain_scores_gemma":[0.9915619,0.002280231,0.0007102938,0.003712877,0.001061775,0.0006729379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003034738,0.0006513996,0.06206754,0.0004340401,0.007997072,0.001561117,0.0001521962,0.000002152008,5.365552e-7,0.000003666587,0.902326,0.02450073],"study_design_scores_gemma":[0.01176887,0.0006022117,0.3324406,0.0009003893,0.007617056,0.0002159922,0.00005799495,0.000002812187,0.000002277285,0.00000790152,0.645796,0.0005878836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02086645,0.07788356,0.0000342032,0.847809,0.01388254,0.007248121,0.0003829658,0.0004526784,0.03144055],"genre_scores_gemma":[0.03610563,0.004970505,0.0003823806,0.9156044,0.03872805,0.00009840571,0.002220059,0.0003136492,0.001576913],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2703731,"threshold_uncertainty_score":0.9992549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01843579190817164,"score_gpt":0.3454553269571021,"score_spread":0.3270195350489305,"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."}}