{"id":"W4200247162","doi":"10.1002/hed.26967","title":"Resection of the internal carotid artery in selected patients affected by cancer of the skull base","year":2021,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Internal carotid artery; Medicine; Perioperative; Surgery; Skull; Survival rate; Radiology","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":[0.00009672657,0.00007846594,0.0002756156,0.00003204528,0.00002458114,0.000001863904,0.00007326123,0.00009170728,0.0002411003],"category_scores_gemma":[0.0003472337,0.0000448186,0.00008665158,0.0005944938,0.00006330926,0.00002138449,0.00005255101,0.0002831875,0.000002305114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001098695,"about_ca_system_score_gemma":0.0002544123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008703267,"about_ca_topic_score_gemma":0.003007306,"domain_scores_codex":[0.9989083,0.0002755149,0.0002848205,0.0001497413,0.0002157983,0.0001657611],"domain_scores_gemma":[0.9992976,0.00009631916,0.0000947199,0.0002271765,0.0002345377,0.00004960427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002733345,0.0006197392,0.8144531,0.00009724955,0.00002973868,0.000007994573,0.0002343778,0.000003569176,0.1777864,0.000005143872,0.005640939,0.0008484597],"study_design_scores_gemma":[0.002082721,0.0003178982,0.8426558,0.0004539934,0.00002350041,0.00001292664,0.00001715497,0.0000715616,0.15216,0.000005516939,0.002162135,0.00003680057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970493,0.0001231246,0.000001464308,0.001248132,0.0003859044,0.0002767214,0.00002510284,0.00000763635,0.0008825993],"genre_scores_gemma":[0.9986805,0.00002944087,0.000009177727,0.0004240531,0.00005100488,0.0000177616,0.00001097216,0.000009294128,0.0007678275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02820278,"threshold_uncertainty_score":0.2639879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211309539158891,"score_gpt":0.2820569454598685,"score_spread":0.2699438500682796,"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."}}