{"id":"W2791753539","doi":"10.1093/jcag/gwy009.049","title":"A49 PRELIMINARY RESULTS: RETROSPECTIVE ANALYSIS OF THE LONG-TERM OUTCOMES OF PATIENTS WITH T1B ESOPHAGEAL CANCER","year":2018,"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":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Submucosa; Esophageal cancer; Lymphovascular invasion; Endoscopic mucosal resection; Esophagus; Adenocarcinoma; Lymph node; Cancer; Dysplasia; Retrospective cohort study; Endoscopy; Radiology; Metastasis; Internal medicine; General surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000789501,0.0002305346,0.0002672175,0.001000738,0.0006415799,0.0007304748,0.0003143321,0.0002835942,0.002036253],"category_scores_gemma":[0.002238295,0.0002411597,0.0004427523,0.001209109,0.0004195907,0.0005775942,0.000566368,0.0004297678,0.000534253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006514697,"about_ca_system_score_gemma":0.0005231844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00920328,"about_ca_topic_score_gemma":0.007958956,"domain_scores_codex":[0.9994017,0.0001293154,0.00008643607,0.0001331254,0.0001299383,0.0001194111],"domain_scores_gemma":[0.9980639,0.0003707415,0.0006930694,0.0001989218,0.0002887456,0.0003846273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001343589,0.00002959938,0.9987326,0.000006731277,0.00001599814,0.0001466963,0.00006606156,0.00001968015,0.00008503611,0.000005840905,0.00007477706,0.0006825745],"study_design_scores_gemma":[0.000008872558,0.0002448642,0.9985821,0.000005453817,0.00001996375,0.0004890547,0.0002207403,0.00005228825,0.00007581677,0.000009477461,0.0002869036,0.000004486115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982156,0.0001842222,0.00007161627,0.00002802656,0.000004949974,0.00001556754,0.0008863054,0.000002588497,0.0005911549],"genre_scores_gemma":[0.9982679,0.0001050008,0.0000614172,0.00002906699,0.00001228991,0.00002858568,0.001283214,0.000002375429,0.0002101679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00920328,"threshold_uncertainty_score":0.01829946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027389962142007,"score_gpt":0.2805842728857087,"score_spread":0.2703103732642886,"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."}}