{"id":"W2756109671","doi":"10.1002/lary.26836","title":"Urban and rural differences in outcomes of head and neck cancer","year":2017,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation; University of Calgary; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Hazard ratio; Confidence interval; Proportional hazards model; Cancer; Head and neck cancer; Population; Cohort; Retrospective cohort study; Internal medicine; Demography; Surgery; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008305442,0.00007706437,0.0003423261,0.00001986314,0.0001241242,0.00001448774,0.00007147043,0.0000244409,0.00001897209],"category_scores_gemma":[0.00004742197,0.00004050517,0.00001649399,0.00002035817,0.0002297917,0.00005015203,0.00009053055,0.00007992169,9.252228e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008091117,"about_ca_system_score_gemma":0.00002337096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003253106,"about_ca_topic_score_gemma":0.001984076,"domain_scores_codex":[0.9995921,0.00001421578,0.0001062034,0.0000856823,0.00007968421,0.0001220945],"domain_scores_gemma":[0.999664,0.00004186336,0.00005082336,0.0001914722,0.00001495376,0.00003686962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005538533,0.00001733438,0.9945323,0.00004859458,0.00003374817,0.000002672868,0.001254357,9.075079e-9,0.0003419273,0.00009405545,0.0004808227,0.003138759],"study_design_scores_gemma":[0.001031674,0.0001350496,0.9973589,0.0002580158,0.00002832603,0.000001679709,0.0001705524,0.00001512462,0.0002383027,0.00006824657,0.0006490991,0.00004508462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821151,0.006094449,1.250742e-7,0.00870928,0.00007708097,0.0001398064,0.000007876089,0.000006058194,0.002850261],"genre_scores_gemma":[0.9965956,0.002142821,0.00001694777,0.0003316869,0.00004233831,0.00001482089,3.688306e-7,0.000004901866,0.0008505132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01448054,"threshold_uncertainty_score":0.4917745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03985074399564238,"score_gpt":0.3371393498843186,"score_spread":0.2972886058886762,"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."}}