{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005047236,0.0001735263,0.0002490081,0.001981576,0.0002883828,0.0006013062,0.0003729131,0.0002282338,0.002866677],"category_scores_gemma":[0.002342007,0.0001453101,0.0003562307,0.002428385,0.0002691543,0.0004676903,0.0005922534,0.0004486311,0.0003150423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007093833,"about_ca_system_score_gemma":0.0007404908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007669561,"about_ca_topic_score_gemma":0.007672955,"domain_scores_codex":[0.9991399,0.0001489064,0.0001318724,0.0002592745,0.0002187289,0.0001013834],"domain_scores_gemma":[0.9974539,0.0003410698,0.001384321,0.000108248,0.0004149601,0.0002975065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002463484,0.000006609164,0.9909849,0.000119556,0.00006470378,0.0001341952,0.00006394654,0.0001619128,0.0002678625,0.0003042146,0.000722504,0.007144967],"study_design_scores_gemma":[0.000002159866,0.00003099656,0.9913642,0.0001375925,0.00004345288,0.00247892,0.000349462,0.0002178954,0.0001160281,0.0002494505,0.005000168,0.000009528995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9056777,0.06124336,0.00227874,0.001426017,0.0001351123,0.0001253308,0.01368995,0.0001328382,0.01529105],"genre_scores_gemma":[0.9880733,0.008206575,0.000499215,0.0001065458,0.00006892903,0.00002504103,0.0026763,0.00001032241,0.0003338065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007669561,"threshold_uncertainty_score":0.01524985,"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."}}