{"id":"W4396685750","doi":"10.14740/wjon1845","title":"Epidemiology of Adenosquamous Carcinomas","year":2024,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health; Roswell Park Cancer Institute; U.S. Department of Defense","keywords":"Medicine; Adenosquamous carcinoma; Epidemiology; Oncology; Radiation therapy; Stage (stratigraphy); Internal medicine; Cancer; Adenocarcinoma; Chemotherapy; Anal cancer; Pathology; Gastroenterology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009426051,0.0001104535,0.0008330249,0.0005455394,0.0000194581,0.00000125296,0.000109063,0.00009786376,0.0004387112],"category_scores_gemma":[0.0003463769,0.00007736921,0.0003667308,0.0003764843,0.0001762597,0.00004872263,0.00004100256,0.0005445743,0.00002702733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001874053,"about_ca_system_score_gemma":0.0005662976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002579477,"about_ca_topic_score_gemma":0.00008532575,"domain_scores_codex":[0.9985175,0.0001723765,0.0008178531,0.0001301263,0.0001364884,0.0002256561],"domain_scores_gemma":[0.9983563,0.0008987199,0.0002722353,0.0001087089,0.0001848945,0.000179152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003592663,0.0008457791,0.6751894,0.001013946,0.0009488697,0.01460317,0.001504126,0.00005794911,0.02039213,0.03276214,0.06049034,0.1885994],"study_design_scores_gemma":[0.002282024,0.01254506,0.4846795,0.00053782,0.0008403938,0.01801439,0.0003010109,0.0003815737,0.002193682,0.006212728,0.4718138,0.000198057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9116233,0.0459812,0.0001563327,0.01390442,0.00164615,0.0001220336,0.000004191752,0.00002158742,0.02654076],"genre_scores_gemma":[0.9940175,0.0001694936,0.000981249,0.000645188,0.000848767,0.00000149439,0.00000147036,0.0000137337,0.003321121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4113234,"threshold_uncertainty_score":0.480358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05438795691367274,"score_gpt":0.3603295974086607,"score_spread":0.305941640494988,"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."}}