{"id":"W3121881443","doi":"10.1016/j.oraloncology.2021.105182","title":"Treatment and outcomes of nasopharyngeal carcinoma in a unique non-endemic population","year":2021,"lang":"en","type":"article","venue":"Oral Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; BC Cancer Agency; Stornoway Diamond (Canada); University of British Columbia","funders":"","keywords":"Nasopharyngeal carcinoma; Medicine; Population; Internal medicine; Incidence (geometry); Radiation therapy; Chemoradiotherapy; Cohort; Proportional hazards model; Retrospective cohort study; 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":[0.0003937382,0.0001630525,0.0003440823,0.0007679163,0.001047567,0.0008219276,0.0003300357,0.0004617903,0.001704155],"category_scores_gemma":[0.002421023,0.0002204497,0.0004581587,0.001289357,0.0004028036,0.0006858815,0.0007865825,0.0007266634,0.0002318827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008592976,"about_ca_system_score_gemma":0.001062939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02825997,"about_ca_topic_score_gemma":0.03057817,"domain_scores_codex":[0.9994919,0.0001675418,0.00004352512,0.0000621385,0.00006028519,0.0001745445],"domain_scores_gemma":[0.9993498,0.0001577191,0.0002305719,0.00002957604,0.00008604004,0.0001464199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001035808,0.0001386239,0.9976577,0.00001294598,0.0000402987,0.0001991593,0.0004364297,0.00002657165,0.0001353574,0.00004090327,0.00008725681,0.001121076],"study_design_scores_gemma":[0.000008024055,0.0002539966,0.9950741,0.00001127282,0.00004178486,0.0005200866,0.003699215,0.00004943984,0.00004681495,0.00004143432,0.0002485952,0.000005174932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990459,0.000192724,0.00001183139,0.00007974557,0.000002463287,0.000004186957,0.0001143689,6.377881e-7,0.000548093],"genre_scores_gemma":[0.9994395,0.000203307,0.00001032405,0.00004673007,0.000008299281,0.000007500907,0.0001268263,0.000001053107,0.0001564098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02825997,"threshold_uncertainty_score":0.05619097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03804644044320842,"score_gpt":0.3637819288863759,"score_spread":0.3257354884431675,"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."}}