{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001121833,0.0001230532,0.0005137349,0.00008085665,0.00007003269,0.000005851967,0.00008176311,0.00009928264,0.00004582275],"category_scores_gemma":[0.0001548609,0.000095004,0.00005699487,0.0000436877,0.0001563701,0.00003418241,0.0000644246,0.0001544858,0.00001313663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004068713,"about_ca_system_score_gemma":0.00007993396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001174479,"about_ca_topic_score_gemma":0.0003429035,"domain_scores_codex":[0.9992508,0.00004193671,0.0001602174,0.0002026833,0.00007620329,0.0002681157],"domain_scores_gemma":[0.9993352,0.00009710679,0.00007670332,0.0003636026,0.00004493848,0.00008239625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003195195,0.0001486811,0.9943847,0.00009347518,0.00001655364,0.00006011242,0.0002149276,6.016564e-7,0.003522287,0.00005018691,0.0002225153,0.0009664138],"study_design_scores_gemma":[0.00230693,0.003445023,0.9918835,0.00003689258,0.00002102547,0.000006104108,0.00001241401,0.00004783323,0.001819268,0.00003224893,0.0003103295,0.00007838712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828775,0.002493697,1.24037e-7,0.0002885795,0.0001925049,0.0001683219,0.000007627145,0.000008701093,0.01396295],"genre_scores_gemma":[0.9994851,0.0001717912,0.00002793198,0.00007688215,0.00006575815,0.000006543863,0.000004047443,0.00001310044,0.0001488206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01660763,"threshold_uncertainty_score":0.3874151,"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."}}