{"id":"W4237310454","doi":"10.1002/9780471420194.tnmc11.pub3","title":"Stomach","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Stomach; Pylorus; Antrum; Medicine; Fundus (uterus); Gastric antrum; Physical examination; General surgery; Gastroenterology; Internal medicine; Radiology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002125822,0.0001519459,0.0003300991,0.0001028279,0.00002434662,0.0000067545,0.000104729,0.0001701475,0.0188166],"category_scores_gemma":[0.00004468517,0.0001153701,0.0001094871,0.00002775977,0.00005461225,0.000006278271,0.00005065071,0.0002090805,0.0005005591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001970015,"about_ca_system_score_gemma":0.00007799147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001694012,"about_ca_topic_score_gemma":0.0006870193,"domain_scores_codex":[0.9994528,0.000005861719,0.00007071847,0.0001865185,0.0001450857,0.0001390588],"domain_scores_gemma":[0.9993863,0.000007340738,0.00009181577,0.0003932418,0.00001958532,0.0001017586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002675408,0.00008984132,0.0001920508,0.00009822279,0.00004592565,0.0002052341,0.000005395809,2.677284e-9,0.0000724261,0.00001461658,0.9791415,0.02010806],"study_design_scores_gemma":[0.0004063684,0.000144592,0.003062254,0.0004544885,0.00009268045,0.00005237052,0.000003558906,0.00001470144,0.0000119206,0.00001241237,0.9956243,0.0001203569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005954186,0.001666762,0.000002119032,0.0005355913,0.0002162723,0.000157311,0.001062533,0.0001869965,0.995577],"genre_scores_gemma":[0.002055056,0.0001440949,0.0003091989,0.0003091997,0.002285484,0.000004608259,0.00152251,0.0002087291,0.9931611],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0199877,"threshold_uncertainty_score":0.9820803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02946699892974328,"score_gpt":0.3288044650065328,"score_spread":0.2993374660767895,"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."}}