{"id":"W2922428025","doi":"10.1093/jcag/gwz006.237","title":"A238 A RETROSPECTIVE ANALYSIS OF THE LONG-TERM OUTCOMES OF PATIENTS WITH T1B ESOPHAGEAL CANCER","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surrey Memorial Hospital; Kelowna General Hospital; Vancouver General Hospital; St. Paul's Hospital","funders":"","keywords":"Medicine; Submucosa; Lymphovascular invasion; Esophageal cancer; Adenocarcinoma; Endoscopic mucosal resection; Lymph node; Cancer; Esophagus; Dysplasia; Retrospective cohort study; Metastasis; Radiology; Internal medicine; Surgery; Oncology; Endoscopy","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":[0.0005094252,0.0002120119,0.0002938003,0.0009413222,0.00063286,0.0006342905,0.00027204,0.0003123569,0.001419512],"category_scores_gemma":[0.001533798,0.0002675366,0.0004297135,0.001255506,0.0003837071,0.0004986554,0.0004557903,0.0004283852,0.0003069484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006797315,"about_ca_system_score_gemma":0.000547136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01256213,"about_ca_topic_score_gemma":0.01099078,"domain_scores_codex":[0.9995134,0.00008887056,0.0000763049,0.0001065533,0.0001104202,0.0001044544],"domain_scores_gemma":[0.9984015,0.000277851,0.0006419755,0.0001376484,0.0002291869,0.0003118494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008996434,0.00001952206,0.998907,0.000005491321,0.0000178449,0.0001720147,0.00004132686,0.00001601647,0.00008509429,0.000005151623,0.00005768837,0.0005829857],"study_design_scores_gemma":[0.000006634221,0.0001674359,0.9985991,0.000006687912,0.00002132199,0.000667372,0.0001970716,0.0000545859,0.0000567786,0.00000805855,0.0002105328,0.000004337538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990102,0.0002831469,0.00003668282,0.00002062726,0.000004617442,0.000007092927,0.0003472697,0.000001655222,0.0002886368],"genre_scores_gemma":[0.9992161,0.0001172946,0.0000264158,0.00001898159,0.000007934352,0.000008734408,0.0004995441,0.000001078087,0.0001038493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01256213,"threshold_uncertainty_score":0.02497804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007641288224939547,"score_gpt":0.2670678942980415,"score_spread":0.259426606073102,"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."}}