{"id":"W3208045032","doi":"10.1002/cac2.12218","title":"The Chinese Society of Clinical Oncology (CSCO) clinical guidelines for the diagnosis and treatment of nasopharyngeal carcinoma","year":2021,"lang":"en","type":"article","venue":"Cancer Communications","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":401,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Nasopharyngeal carcinoma; Medicine; Clinical Oncology; Internal medicine; Oncology; Incidence (geometry); Medical physics; Intensive care medicine; Radiation therapy; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007045293,0.00009930283,0.0006520771,0.000007437153,0.000346164,0.000004700078,0.0002434228,0.00008874028,0.00001382845],"category_scores_gemma":[0.001085602,0.00004959794,0.000424729,0.0001471045,0.0009398438,0.00001791966,0.0002019467,0.0001400755,3.633883e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005827668,"about_ca_system_score_gemma":0.0009248604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004194211,"about_ca_topic_score_gemma":0.002660885,"domain_scores_codex":[0.9984654,0.000195949,0.0009630368,0.0001602323,0.00009265255,0.0001227147],"domain_scores_gemma":[0.9898243,0.007759516,0.0002678322,0.001181792,0.0008987881,0.00006774845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001369824,0.0005111389,0.6024754,0.00003462456,0.0006378973,3.684856e-7,0.0007850295,0.00000110961,0.00002642899,0.0002399535,0.02417026,0.3709808],"study_design_scores_gemma":[0.002526346,0.0008030322,0.550494,0.00005782214,0.0004401926,0.000003206131,0.001065665,0.001066286,0.0001193642,0.0000745679,0.4433028,0.00004680846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4552868,0.2948679,0.00004104206,0.2474819,0.0005100695,0.0008123142,0.0001499891,0.00001321559,0.0008367273],"genre_scores_gemma":[0.5388995,0.4551938,0.003475696,0.001155559,0.000307,0.0006866923,0.00001376297,0.000008688786,0.0002593422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4191325,"threshold_uncertainty_score":0.3462894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4629509190193338,"score_gpt":0.5729864008573355,"score_spread":0.1100354818380018,"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."}}