{"id":"W1992171062","doi":"10.2310/7070.2005.00160","title":"Perioperative Mortality in Oncologic Head and Neck Surgery","year":2005,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Perioperative; Surgery; Oncologic surgery; Head and neck; Medical history; Mortality rate; Presentation (obstetrics); Stage (stratigraphy); Epidermoid carcinoma; Head and neck surgery; General surgery; Basal cell; Otorhinolaryngology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006330407,0.0002171751,0.0002307363,0.0008265211,0.000336997,0.0003473589,0.000220889,0.0002564329,0.001044416],"category_scores_gemma":[0.004091641,0.00009389979,0.0002589034,0.0004537556,0.0002286605,0.0002719507,0.0004437222,0.0004101023,0.0001609842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002399642,"about_ca_system_score_gemma":0.00041651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007485924,"about_ca_topic_score_gemma":0.000841022,"domain_scores_codex":[0.999348,0.0002303465,0.00007232562,0.00006220627,0.0001572417,0.0001298979],"domain_scores_gemma":[0.9977976,0.000579405,0.001040256,0.00007222126,0.0002574599,0.0002531104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001156151,0.00001672094,0.9936492,0.00002850718,0.00002878573,0.000390943,0.00006807213,0.00005451699,0.0001050461,0.0000389048,0.0001863204,0.005317362],"study_design_scores_gemma":[0.00000728297,0.0002077189,0.995123,0.00004514147,0.00004040702,0.003224416,0.0003167655,0.0002425478,0.0002370078,0.0000892749,0.0004608915,0.000005585698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959713,0.002713455,0.0003252439,0.0001620282,0.0000320361,0.00001069032,0.0001256384,0.000006874861,0.0006527034],"genre_scores_gemma":[0.9990045,0.0006010457,0.00009442431,0.00002153677,0.00004347183,0.000007510947,0.0001534579,0.000001720143,0.00007236166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001044416,"threshold_uncertainty_score":0.003493965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04924428438292066,"score_gpt":0.3431171632482402,"score_spread":0.2938728788653195,"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."}}