{"id":"W4362602568","doi":"10.1002/lary.30677","title":"Cognitive Function and Postoperative Outcomes in Patients with Head and Neck Cancer","year":2023,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Head and neck cancer; Psychosocial; Retrospective cohort study; Logistic regression; Univariate analysis; Cohort; Cognition; Surgery; Multivariate analysis; Cancer; Internal medicine; Cognitive impairment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006925657,0.0001273766,0.0002075831,0.0001055137,0.00008135088,0.00001407199,0.00002022976,0.00003651938,0.00004069047],"category_scores_gemma":[0.0004306124,0.00007394814,0.00001461083,0.0002664896,0.000162103,0.00008206259,0.00004289973,0.0001689334,0.00002437112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002110908,"about_ca_system_score_gemma":0.00003707891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002722212,"about_ca_topic_score_gemma":0.0004209035,"domain_scores_codex":[0.9993531,0.00005086896,0.00009164398,0.0001894565,0.0001378488,0.0001770666],"domain_scores_gemma":[0.9986985,0.0001267672,0.00002796185,0.00006707958,0.001034214,0.00004542616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001197166,0.00004392236,0.9942454,0.00001670085,0.0001105315,0.00000929232,0.001208284,4.160387e-7,0.00006118541,0.00004092803,0.0004215802,0.002644634],"study_design_scores_gemma":[0.00495991,0.0008963383,0.9899626,0.0002858814,0.0001102486,0.000001598516,0.00343884,0.00002044145,0.00007635607,0.00004346031,0.0001092837,0.00009497885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929256,0.0001828112,0.000005242903,0.004976529,0.00006493612,0.0007428771,0.00004122512,0.0000340144,0.001026781],"genre_scores_gemma":[0.982198,0.00006709323,0.000005687069,0.01699172,0.00001185665,0.00005856233,0.00006811776,0.00001976307,0.000579184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01201519,"threshold_uncertainty_score":0.3015518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410816421930951,"score_gpt":0.2831134631619401,"score_spread":0.2690052989426306,"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."}}