{"id":"W2914991217","doi":"10.21037/jgo.2019.01.15","title":"Assessment of the external validity of the AJCC 8th staging system for small intestinal adenocarcinoma: a time to reconsider the role of tumor location?","year":2019,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Oncology","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Staging system; Adenocarcinoma; Oncology; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1191142,0.0005673917,0.001203284,0.002981381,0.0006795278,0.002730206,0.002008222,0.0008657628,0.001164462],"category_scores_gemma":[0.1926196,0.0003044449,0.001575914,0.004699621,0.00271355,0.002664194,0.002629987,0.00135008,0.0003403815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001297176,"about_ca_system_score_gemma":0.002494319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002703105,"about_ca_topic_score_gemma":0.004791837,"domain_scores_codex":[0.9441699,0.0380432,0.006026854,0.003535994,0.007259541,0.0009645287],"domain_scores_gemma":[0.755451,0.1578003,0.03777482,0.02350464,0.02281161,0.002657561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002699244,0.00002317976,0.9749658,0.0001600787,0.0004254837,0.00003513919,0.0003177228,0.0002500131,0.00008780714,0.0006172571,0.001215289,0.02163222],"study_design_scores_gemma":[0.00008484646,0.0004641151,0.9735873,0.001027083,0.0006204259,0.0003246141,0.002000525,0.005588218,0.0004326447,0.004009753,0.01179905,0.0000614084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9314979,0.0215286,0.01933862,0.01134211,0.001529492,0.0003803812,0.002195306,0.00009467831,0.01209292],"genre_scores_gemma":[0.9926504,0.0008662886,0.003879368,0.0006031317,0.0004807842,0.0001320389,0.001143006,0.00003901462,0.0002059522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1191142,"threshold_uncertainty_score":0.6299438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02969948866932156,"score_gpt":0.3154294504263732,"score_spread":0.2857299617570516,"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."}}