{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005852027,0.0001482371,0.0001343419,0.0006309265,0.0004243501,0.0005168986,0.0003307535,0.0002278164,0.002274352],"category_scores_gemma":[0.001731158,0.0001290183,0.0001754047,0.000813031,0.0005895318,0.0003361494,0.0006453011,0.0002832154,0.000209263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006210124,"about_ca_system_score_gemma":0.0008222046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05045868,"about_ca_topic_score_gemma":0.08667348,"domain_scores_codex":[0.9995833,0.000102663,0.00001704923,0.000101885,0.00005539101,0.0001397324],"domain_scores_gemma":[0.9983925,0.0002172117,0.0009262584,0.00006395527,0.0001335409,0.0002664043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007237065,0.00002678856,0.9980248,0.000008891767,0.00002296784,0.0000412144,0.0001666118,0.00008420127,0.00009282407,0.00005679484,0.0001548673,0.001247596],"study_design_scores_gemma":[0.000003217208,0.00002152685,0.9992496,0.000003527869,0.000005710362,0.00007335717,0.0003590322,0.0001009787,0.00001620883,0.00004791553,0.0001173155,0.000001495479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989046,0.00007913937,0.00005332466,0.00008678011,0.000002771899,0.000006856128,0.0003080465,0.000001334614,0.0005572175],"genre_scores_gemma":[0.9996902,0.00002347413,0.00002184228,0.00001948503,0.000004589421,0.000003248545,0.0001429317,7.958192e-7,0.00009344066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05045868,"threshold_uncertainty_score":0.1003299,"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."}}