{"id":"W2792911267","doi":"10.1093/jcag/gwy008.230","title":"A229 CLINICAL AND ENDOSCOPIC CHARACTERISTICS OF LYMPHOCYTIC ESOPHAGITIS","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Dysphagia; Esophagitis; Internal medicine; Gastroenterology; Endoscopy; Esophagus; Disease; GERD; Reflux; Radiology","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":[0.0003702733,0.000320156,0.0004410553,0.001507248,0.0005361811,0.0006208092,0.0002126372,0.0003573006,0.004974227],"category_scores_gemma":[0.001730312,0.0001786629,0.000368163,0.001190734,0.0002530931,0.0005545922,0.0003525768,0.0002983345,0.001016252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002705101,"about_ca_system_score_gemma":0.0003899231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001698914,"about_ca_topic_score_gemma":0.001880092,"domain_scores_codex":[0.9996201,0.00006068896,0.00008805375,0.00005795926,0.00009980501,0.00007326604],"domain_scores_gemma":[0.998882,0.0001631071,0.0004333064,0.00005083149,0.0001834408,0.0002872891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001297893,0.00007406203,0.9833078,0.00003829718,0.00001959598,0.0109641,0.0001187762,0.0000553662,0.001414098,0.00005707961,0.0005021885,0.003318866],"study_design_scores_gemma":[0.00001258989,0.0002581065,0.9152361,0.00005686158,0.00002806901,0.08099273,0.0005671408,0.000288024,0.0002246087,0.0000637238,0.002257555,0.00001455265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897695,0.00135859,0.0002367197,0.0001034059,0.00003025202,0.00008134775,0.0007384125,0.00001308499,0.00766878],"genre_scores_gemma":[0.9977275,0.0004513671,0.0002515569,0.00008567553,0.00004524257,0.00003701571,0.0008067264,0.000003116475,0.0005918155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004974227,"threshold_uncertainty_score":0.01664042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01263805773046877,"score_gpt":0.2711284016644727,"score_spread":0.2584903439340039,"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."}}