{"id":"W4280607242","doi":"10.1002/cncr.34266","title":"Clinical presentation and outcome of human papillomavirus‐positive nasopharyngeal carcinoma in a North American cohort","year":2022,"lang":"en","type":"article","venue":"Cancer","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"Regeneron Pharmaceuticals; Array BioPharma; Symphogen; GlaxoSmithKline; Princess Margaret Cancer Foundation; Amgen; Pfizer; AstraZeneca; Nathaniel Wharton Fund; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Nasopharyngeal carcinoma; Cohort; Internal medicine; Cancer; Oncology; Gastroenterology; Lymph node; Radiation therapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002881723,0.0001766816,0.0001998499,0.0004660937,0.0005372969,0.0004883066,0.0002650412,0.0002729443,0.001296496],"category_scores_gemma":[0.0008164568,0.0001711322,0.0002495963,0.0004880018,0.0002385852,0.0004088415,0.0003391606,0.0003181181,0.0001957757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004504568,"about_ca_system_score_gemma":0.0004391751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01069641,"about_ca_topic_score_gemma":0.01070977,"domain_scores_codex":[0.9998007,0.000037373,0.000015906,0.00005109053,0.00004467617,0.00005028435],"domain_scores_gemma":[0.9995651,0.00005070855,0.0001646667,0.00002361691,0.00006188796,0.0001340718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003663147,0.00002074791,0.9990741,0.000002415554,0.00001061734,0.0001295831,0.00006829577,0.00001649256,0.0001330771,0.000006289598,0.00006432844,0.0004374886],"study_design_scores_gemma":[0.000003434466,0.00005010832,0.9987543,0.00000273217,0.00000937253,0.0006068163,0.0003224353,0.0000658561,0.00002886662,0.00001073182,0.0001432667,0.000002147091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995425,0.00006433595,0.00001545826,0.00002001564,0.000003212374,0.000003516755,0.0001133341,0.000001141523,0.0002365423],"genre_scores_gemma":[0.9996322,0.00005199726,0.00001655552,0.00001575106,0.000004941753,0.000005185595,0.0001910931,9.056512e-7,0.00008127539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01069641,"threshold_uncertainty_score":0.02126831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05718209912909969,"score_gpt":0.4110181221737246,"score_spread":0.3538360230446249,"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."}}