{"id":"W4234144962","doi":"10.1002/0471463736.tnmp13","title":"Nasopharyngeal Carcinoma","year":2003,"lang":"en","type":"other","venue":"TNM Online","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Nasopharyngeal carcinoma; Disease; Genetic predisposition; Categorization; Medicine; Hazard; Epidemiology; Intensive care medicine; Radiation therapy; Pathology; Biology; Computer science; Internal medicine; Artificial intelligence","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":[0.0001501286,0.0004262107,0.000456545,0.0008407616,0.00131681,0.001653148,0.0005482587,0.0006029012,0.08157249],"category_scores_gemma":[0.0005826298,0.0001367483,0.0006584721,0.001198305,0.000338999,0.0006646481,0.001009307,0.0008348882,0.05272225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000933952,"about_ca_system_score_gemma":0.001580248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006880026,"about_ca_topic_score_gemma":0.008612213,"domain_scores_codex":[0.9997203,0.00001994781,0.00002408928,0.00004203072,0.0001237711,0.00006977374],"domain_scores_gemma":[0.9998664,0.00001203618,0.00001262196,0.00002704802,0.00005749891,0.00002440767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001607409,0.0001101874,0.01041546,0.001480347,0.00005338783,0.01563916,0.0005054839,0.0003455051,0.005926776,0.01204931,0.2402341,0.7130796],"study_design_scores_gemma":[0.00001207008,0.00003611599,0.005123639,0.0004043222,0.00002616235,0.01566001,0.0002775223,0.0001431313,0.002283924,0.002138217,0.9738791,0.000015838],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02193439,0.05518155,0.004988313,0.004127348,0.004323003,0.0003865789,0.007546271,0.001009953,0.9005026],"genre_scores_gemma":[0.2402025,0.07105172,0.009258148,0.007227643,0.001479712,0.0004488478,0.0147096,0.0003886265,0.6552333],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08157249,"threshold_uncertainty_score":0.2728872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02958621742605093,"score_gpt":0.3146243637891089,"score_spread":0.285038146363058,"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."}}