{"id":"W2752613815","doi":"10.1177/0194599817726756","title":"Impact of Type 2 Diabetes Mellitus on Survival in Head and Neck Squamous Cell Carcinoma","year":2017,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Head and neck cancer; Cancer; Internal medicine; Head and neck squamous-cell carcinoma; Diabetes mellitus; Oncology; Type 2 Diabetes Mellitus; Retrospective cohort study; Cohort; Cohort study","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000812136,0.0001569638,0.0001958548,0.0006119821,0.0002795607,0.0004663137,0.0001785449,0.000228671,0.00135689],"category_scores_gemma":[0.002815841,0.0001003553,0.0004251694,0.0009051398,0.0001889404,0.0003670582,0.0003215895,0.000339549,0.0001163632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002544718,"about_ca_system_score_gemma":0.0003288413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003854296,"about_ca_topic_score_gemma":0.005515351,"domain_scores_codex":[0.9995868,0.0001294563,0.00004634884,0.00005990948,0.00007433455,0.0001031478],"domain_scores_gemma":[0.997965,0.0006164108,0.0009413706,0.00007062822,0.0001435557,0.0002630789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001138524,0.00001094078,0.9982817,0.000007005133,0.00002511558,0.00004607591,0.000008356819,0.0000378833,0.00002914336,0.000004881947,0.00003048233,0.00140455],"study_design_scores_gemma":[0.000005073597,0.00007922677,0.999348,0.0000105376,0.00003342907,0.0001819131,0.00005743864,0.0001419588,0.0000286669,0.00001928491,0.00009254169,0.000001910291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975267,0.001258849,0.00005923268,0.00008887309,0.00001498218,0.000005695822,0.0004121491,0.000001973286,0.0006315637],"genre_scores_gemma":[0.999261,0.0003477852,0.00003636131,0.00002545515,0.00001726336,0.000003441958,0.0002355262,7.177027e-7,0.00007251932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003854296,"threshold_uncertainty_score":0.007663727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02592952035199971,"score_gpt":0.3128053549282157,"score_spread":0.286875834576216,"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."}}