{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006699922,0.0002292889,0.0002698368,0.0006332552,0.000402467,0.0006139907,0.0002731218,0.0003395618,0.001188147],"category_scores_gemma":[0.003279654,0.0001457779,0.0003529221,0.0007859857,0.0002714146,0.0004852372,0.0004414911,0.0005835735,0.0001669266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004655771,"about_ca_system_score_gemma":0.0005215122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008379835,"about_ca_topic_score_gemma":0.01184208,"domain_scores_codex":[0.9996214,0.00006868815,0.00005100494,0.00005154617,0.00009952721,0.0001078404],"domain_scores_gemma":[0.9986427,0.0001781136,0.0007459289,0.00004729763,0.0001680066,0.0002179485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000644583,0.0000339867,0.999188,0.000005395632,0.00002358078,0.00002826441,0.00002059433,0.00001570631,0.00002318643,0.000003625757,0.00005796626,0.0005351198],"study_design_scores_gemma":[0.000006485753,0.00009972134,0.9995016,0.000005273584,0.00001616475,0.0001179621,0.00009258557,0.00006847254,0.00001677057,0.000008137284,0.0000646418,0.000002099955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990969,0.0002055301,0.00002035767,0.00004778774,0.00001075084,0.000007953404,0.0002390075,0.000001162026,0.0003706862],"genre_scores_gemma":[0.9995296,0.00007907871,0.00002246087,0.00003014901,0.00001195385,0.000007508598,0.0002436325,5.50605e-7,0.00007513093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008379835,"threshold_uncertainty_score":0.01666212,"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."}}