{"id":"W2791976945","doi":"10.1177/0194599818755353","title":"Patient Choice of Nonsurgical Treatment Contributes to Disparities in Head and Neck Squamous Cell Carcinoma","year":2018,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Head and neck squamous-cell carcinoma; Confidence interval; Odds ratio; Head and neck cancer; Logistic regression; Internal medicine; Epidemiology; Retrospective cohort study; Proportional hazards model; Surgery; Cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001233357,0.00009733374,0.0002209922,0.000460386,0.0004270393,0.0004761143,0.0003291841,0.0003127532,0.002423719],"category_scores_gemma":[0.006663068,0.00009481385,0.0004556366,0.0009491302,0.000331703,0.0004301152,0.0006311613,0.0005347935,0.00009211213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005021421,"about_ca_system_score_gemma":0.0009505008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01159923,"about_ca_topic_score_gemma":0.01848397,"domain_scores_codex":[0.9988091,0.0004465372,0.0001312359,0.0001743425,0.0002277615,0.000210995],"domain_scores_gemma":[0.9967811,0.0009872885,0.001670703,0.0001356125,0.0001841495,0.0002410627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000467951,0.0000627224,0.9924983,0.00003144006,0.00006957716,0.00002523203,0.0001179567,0.0001134195,0.00007391626,0.0002217277,0.000264995,0.006473864],"study_design_scores_gemma":[0.00000744131,0.00004367953,0.9976896,0.00004952863,0.00004762609,0.0001009201,0.0004268571,0.0005201865,0.0001036464,0.0004132883,0.0005919635,0.000005331837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953215,0.001454742,0.0001904967,0.001170108,0.00002314393,0.0000149171,0.0003898721,0.000003358216,0.001431966],"genre_scores_gemma":[0.9994112,0.0002283498,0.00006390998,0.00009705978,0.00001884824,0.000004144367,0.0001097731,0.000001048222,0.00006570457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01159923,"threshold_uncertainty_score":0.02306348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01913894040215109,"score_gpt":0.2894471101594364,"score_spread":0.2703081697572853,"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."}}