{"id":"W4242072678","doi":"10.1002/9780471420194.tnmm25","title":"Stomach","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Cancer; Internal medicine; Lymphadenectomy; Gastrectomy; Stomach; Oncology; Incidence (geometry); Adjuvant; Chemotherapy; Disease; Neoadjuvant therapy; Adjuvant chemotherapy; Stage (stratigraphy); Gastroenterology; Surgery","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":[0.0000273554,0.0001597998,0.0003479433,0.0001712077,0.00002120718,0.00001142887,0.0001429458,0.0001215074,0.02644774],"category_scores_gemma":[0.00003492479,0.0001292297,0.00009546637,0.0000360573,0.00003826404,0.000009192718,0.00006565532,0.0001545704,0.0004397554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002981779,"about_ca_system_score_gemma":0.00004756643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001927152,"about_ca_topic_score_gemma":0.0003770931,"domain_scores_codex":[0.9993895,0.000004291228,0.00008148528,0.0001896694,0.0001789838,0.0001560972],"domain_scores_gemma":[0.9991909,0.000006503602,0.0001328132,0.0005888772,0.00001259246,0.00006834836],"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":[0.00001132114,0.00005082024,0.0007469373,0.0001264491,0.0001058736,0.00007941382,0.000003401139,9.814896e-9,0.000001342686,0.00001914513,0.9570528,0.04180246],"study_design_scores_gemma":[0.0007977589,0.00005052528,0.005866417,0.0003358303,0.000185238,0.000007080481,0.000004162408,0.000006812179,7.923489e-7,0.000005895698,0.9926325,0.0001069999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002122378,0.0009970714,0.00002167708,0.001172045,0.0004696349,0.0002677026,0.0005169938,0.0002506457,0.996283],"genre_scores_gemma":[0.00008846667,0.0004847189,0.001198429,0.00061484,0.002003588,0.000006693498,0.001462651,0.0002308299,0.9939098],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04169546,"threshold_uncertainty_score":0.9744422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03084654342736535,"score_gpt":0.3425665912953491,"score_spread":0.3117200478679837,"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."}}