{"id":"W3184018436","doi":"10.1002/hed.26819","title":"Ninety‐day mortality after radiotherapy for head and neck cancer: Population‐based comparison between rural and urban patients","year":2021,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Positive Living North; University of Northern British Columbia; University of British Columbia","funders":"","keywords":"Rurality; Medicine; Head and neck cancer; Confounding; Demography; Radiation therapy; Rural area; Population; Environmental health; Internal medicine","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":[0.0003376055,0.0001627141,0.0002462836,0.0007433277,0.0004216838,0.0004570185,0.0002647316,0.0002735957,0.001186747],"category_scores_gemma":[0.001021117,0.0001725416,0.0002682418,0.0008733299,0.0002987806,0.0002890013,0.0003851386,0.0003194292,0.0001449844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007001781,"about_ca_system_score_gemma":0.0005027626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06592724,"about_ca_topic_score_gemma":0.0972436,"domain_scores_codex":[0.9997036,0.00006759044,0.00002880826,0.00005495577,0.00007761419,0.00006742781],"domain_scores_gemma":[0.9993881,0.00009152672,0.0002516638,0.00002714079,0.00009123896,0.000150345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000118506,0.00001875224,0.9990047,0.000010925,0.00004426263,0.00003659771,0.00008982191,0.00002323197,0.00008032257,0.000005569492,0.0000618111,0.0005056052],"study_design_scores_gemma":[0.000004560741,0.00005383348,0.9995363,0.000002931707,0.00001078439,0.00005983788,0.0002280134,0.0000265757,0.00001036669,0.000003957399,0.00006122781,0.000001590593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994299,0.0001211834,0.00001251217,0.00001533818,0.000001879111,0.000003375772,0.0001677186,8.238374e-7,0.0002471589],"genre_scores_gemma":[0.9996201,0.00006512558,0.000007990734,0.00001204603,0.000002896012,0.000003453189,0.0002254006,4.699139e-7,0.0000624702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06592724,"threshold_uncertainty_score":0.131087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03721487884940647,"score_gpt":0.3571346859723215,"score_spread":0.319919807122915,"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."}}