{"id":"W4408905245","doi":"10.1001/jamaoto.2024.5250","title":"Preoperative Clinical and Tumor Factors Associated With Adjuvant Therapy for Oral Cavity Cancer","year":2025,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Centre Hospitalier Universitaire de Sherbrooke; London Health Sciences Centre; Université de Sherbrooke; University of Toronto; Western University; University Health Network; Ottawa Hospital; Sunnybrook Health Science Centre; Jewish General Hospital; McGill University; University of Ottawa; Université de Montréal; University of Calgary; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Odds ratio; Cancer; Head and neck cancer; Radiation therapy; Adjuvant therapy; Cohort; Comorbidity; Stage (stratigraphy); Multivariate analysis; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000342815,0.000185975,0.0002283231,0.0004403141,0.0004867096,0.0003985249,0.0002975789,0.0003102311,0.00215086],"category_scores_gemma":[0.002243005,0.0001342058,0.0002641394,0.0009956306,0.0002718512,0.0002285049,0.0002254236,0.0005070751,0.0001571735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007988673,"about_ca_system_score_gemma":0.001973657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04321454,"about_ca_topic_score_gemma":0.1062886,"domain_scores_codex":[0.999635,0.00004765924,0.00004317677,0.00006019443,0.0001218449,0.00009217801],"domain_scores_gemma":[0.9986274,0.0002099071,0.0007097557,0.00005781034,0.0001613606,0.0002337927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003196087,0.000009279914,0.9993324,0.000003528027,0.000007757335,0.00002030231,0.000008141433,0.00002046297,0.00006029753,0.000004140541,0.00007741398,0.0004243366],"study_design_scores_gemma":[0.000003605373,0.00003557799,0.9993666,0.000005623777,0.00001295144,0.0001392673,0.00007387892,0.0001258164,0.00003511738,0.00001005316,0.0001892607,0.000002184739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979924,0.000369711,0.00007321402,0.0001211087,0.000009836949,0.00001491616,0.0008276763,0.00000274017,0.0005884416],"genre_scores_gemma":[0.9990681,0.0001144933,0.0001005763,0.00002358114,0.00001130318,0.00001048376,0.0005445699,0.000001154252,0.0001257834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04321454,"threshold_uncertainty_score":0.085926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06922781946839424,"score_gpt":0.3675602676194902,"score_spread":0.2983324481510959,"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."}}