{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001503906,0.00008092415,0.0004616625,0.00006329578,0.00007758204,0.000002041591,0.00004041448,0.00001239618,0.00007109295],"category_scores_gemma":[0.00001997597,0.00007533767,0.00005066189,0.000249859,0.0001894204,0.00002737152,0.00008218097,0.0001986663,5.200999e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001353847,"about_ca_system_score_gemma":0.00007036462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003626958,"about_ca_topic_score_gemma":0.002979839,"domain_scores_codex":[0.9990366,0.00007938169,0.0003389181,0.0002199279,0.0001861345,0.0001390103],"domain_scores_gemma":[0.9996142,0.00005827392,0.0001087502,0.0001100617,0.00004136131,0.00006735937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000229893,0.00007956947,0.990243,0.00003839849,0.0000570567,0.00003754425,0.0008564611,0.00000370784,0.0001725071,0.00001418126,0.0003988252,0.007868857],"study_design_scores_gemma":[0.001415435,0.0007569923,0.9967233,0.00001301727,0.00006634947,0.000003336506,0.0004116276,0.00003139809,0.0001311817,0.000003203398,0.0003745579,0.00006959074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970703,0.00121982,4.903529e-7,0.000386287,0.0001169846,0.0003474971,0.00006303575,0.00001006337,0.0007855585],"genre_scores_gemma":[0.9985644,0.0002579089,0.00001905044,0.0006535061,0.00009714498,0.000199459,0.00001969652,0.00001098635,0.0001777962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007799266,"threshold_uncertainty_score":0.54829,"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."}}