{"id":"W2907477020","doi":"10.1200/jco.2014.32.15_suppl.6570","title":"Urban and rural differences in outcomes of head and neck cancer (HNC).","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Residence; Population; Cancer; Demography; Proportional hazards model; Multivariate analysis; Rural area; Gerontology; Internal medicine; Environmental health; Pathology","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":[0.0003543753,0.0001195367,0.0001217277,0.0006088072,0.0003842754,0.0004718627,0.0002030288,0.0002169998,0.002589479],"category_scores_gemma":[0.001525682,0.0001064316,0.0002308525,0.0009076712,0.0003005719,0.0003365877,0.0006515578,0.0002918032,0.0002696678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004199625,"about_ca_system_score_gemma":0.0004534288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02020005,"about_ca_topic_score_gemma":0.03983252,"domain_scores_codex":[0.9997507,0.00005804771,0.00001556908,0.00004659196,0.00004239626,0.00008668439],"domain_scores_gemma":[0.9990255,0.0001299977,0.0004835282,0.0000262934,0.00009288188,0.0002417938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007865593,0.00002491867,0.9978704,0.000009736318,0.00002224026,0.00005553804,0.0001468108,0.00006537393,0.00005897595,0.00004066902,0.0002226088,0.001404084],"study_design_scores_gemma":[0.000003530613,0.00003202192,0.9991688,0.000004256336,0.000008504214,0.00008690983,0.0004149456,0.00008947593,0.000009378039,0.00004385925,0.0001366963,0.000001610757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984541,0.0001778414,0.00003203368,0.00009960619,0.000005066337,0.000006545507,0.0004669426,0.000001893296,0.0007558755],"genre_scores_gemma":[0.9995989,0.00004415379,0.00001000749,0.00001698333,0.000005130957,0.000003229872,0.0002218673,0.000001042614,0.00009865464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02020005,"threshold_uncertainty_score":0.04016495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1417981843417785,"score_gpt":0.4952272692632559,"score_spread":0.3534290849214774,"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."}}