{"id":"W4407285556","doi":"10.1093/jcag/gwae059.240","title":"A240 SOCIOECONOMIC STATUS AS A RISK FACTOR FOR ERCP OUTCOMES: A RETROSPECTIVE COHORT STUDY","year":2025,"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":"The Scarborough Hospital; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Socioeconomic status; Retrospective cohort study; Medicine; Risk factor; Cohort; Environmental health; 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":[0.001061051,0.0003186222,0.0004530054,0.001000487,0.0008323082,0.0008572424,0.0004074168,0.0004824297,0.002457009],"category_scores_gemma":[0.002334885,0.0003979139,0.0008046573,0.001920287,0.0003045236,0.0007727514,0.0006932552,0.0008006472,0.000361564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004794743,"about_ca_system_score_gemma":0.0007207075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009206399,"about_ca_topic_score_gemma":0.01013793,"domain_scores_codex":[0.9991263,0.0001627265,0.0001319606,0.0002246223,0.0001711271,0.0001832922],"domain_scores_gemma":[0.9986106,0.0001798029,0.0005614019,0.0001614613,0.0002046871,0.0002820117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004795214,0.00002948141,0.9992113,0.00001016893,0.00005100551,0.00007499399,0.00005844338,0.00001048489,0.00003944416,0.00001543504,0.00009822012,0.0003529378],"study_design_scores_gemma":[0.000007774857,0.000104009,0.9986721,0.00002075125,0.00006412252,0.0003178926,0.0003421442,0.0001554671,0.00002168224,0.00002979839,0.000257854,0.00000633628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984206,0.0003798926,0.0001298119,0.00005569812,0.00001094487,0.00002277419,0.0005979749,0.000001979345,0.0003802834],"genre_scores_gemma":[0.9991742,0.0001467968,0.00007879663,0.00003960602,0.00001150478,0.00002434373,0.0004262093,0.000002254168,0.00009624167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009206399,"threshold_uncertainty_score":0.01830566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006522938224358683,"score_gpt":0.2683975931700169,"score_spread":0.2618746549456583,"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."}}