{"id":"W2915036904","doi":"10.1002/cncr.32001","title":"Radiation therapy treatment facility and overall survival in the adjuvant setting for locally advanced head and neck squamous cell carcinoma","year":2019,"lang":"en","type":"article","venue":"Cancer","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health; National Center for Advancing Translational Sciences; Yale University","keywords":"Medicine; Hazard ratio; Confidence interval; Radiation therapy; Head and neck cancer; Larynx; Surgery; Cohort; Head and neck squamous-cell carcinoma; Cancer; Internal medicine; Oncology","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":[0.0001220019,0.0001216084,0.0002706444,0.0000207796,0.00005572387,0.000009388559,0.0000244073,0.00003748996,0.00001432959],"category_scores_gemma":[0.00001180229,0.00007527145,0.00003312824,0.00004074633,0.0000271915,0.0000448781,0.00000845257,0.00005837246,0.000001119472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001478192,"about_ca_system_score_gemma":0.00009583445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005585423,"about_ca_topic_score_gemma":0.000436569,"domain_scores_codex":[0.9993265,0.00003169836,0.0001326992,0.000231546,0.000090518,0.0001869849],"domain_scores_gemma":[0.9996299,0.000129321,0.0000366179,0.0001306927,0.000031484,0.00004204958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001022768,0.00008444136,0.7100497,0.0001641436,0.0000151643,0.000003648099,0.005019763,0.00002701088,0.002735301,0.00001365168,0.0001658887,0.2806985],"study_design_scores_gemma":[0.01279293,0.001576512,0.9645352,0.00003792304,0.00002093987,0.000002104279,0.0005074411,0.0004374108,0.001597218,0.00002279104,0.01835898,0.0001105855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973806,0.02298132,0.000009063609,0.001502699,0.0001384614,0.001103922,0.00005687863,0.00001002335,0.0003916763],"genre_scores_gemma":[0.9963564,0.002411818,0.00004081803,0.0006578492,0.00007457612,0.0002019992,0.00001281308,0.000007761195,0.0002359204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2805879,"threshold_uncertainty_score":0.3069481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02498069557825954,"score_gpt":0.3029007520014871,"score_spread":0.2779200564232276,"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."}}