{"id":"W4391874060","doi":"10.1093/jcag/gwad061.209","title":"A209 ESOPHAGEAL EPIDERMOID METAPLASIA: ADVOCATING FOR A PRIMARY ENDOSCOPIC SUBMUCOSAL DISSECTION APPROACH","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Endoscopic submucosal dissection; Medicine; Metaplasia; Radiology; Internal medicine","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":[0.0007138845,0.0002855443,0.0003389087,0.0007322818,0.0008269209,0.001162023,0.0004678615,0.002434918,0.003828046],"category_scores_gemma":[0.002185179,0.0001747563,0.0005368748,0.0002932266,0.0007160201,0.001510447,0.0006444126,0.001908468,0.0009163945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005626965,"about_ca_system_score_gemma":0.00126432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008331144,"about_ca_topic_score_gemma":0.002270646,"domain_scores_codex":[0.9996929,0.00006541193,0.0000486616,0.00006113831,0.00006494053,0.00006702626],"domain_scores_gemma":[0.9992509,0.0002337516,0.0001423431,0.00004089922,0.0000943672,0.0002376725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0002965944,0.0002013428,0.08359265,0.001212069,0.0001237491,0.7495314,0.0006297959,0.0006398398,0.01181733,0.005434158,0.0171073,0.1294138],"study_design_scores_gemma":[0.00002723655,0.0001515788,0.01334234,0.000632508,0.00006184935,0.9524297,0.0006571271,0.0005446328,0.0009420141,0.002647956,0.02853864,0.000024437],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5736837,0.1488215,0.03890154,0.1268529,0.005538058,0.000376633,0.0002722427,0.0005706911,0.1049827],"genre_scores_gemma":[0.9257114,0.02597267,0.01826285,0.01634211,0.005430435,0.00006108235,0.0001780658,0.00005217992,0.007989267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003828046,"threshold_uncertainty_score":0.01280612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096085140466462,"score_gpt":0.2498618671998679,"score_spread":0.2389010157952032,"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."}}