{"id":"W4367172515","doi":"10.1093/jcag/gwad018","title":"Impact of Residing in Below Median Household Income Districts on Outcomes in Patients with Advanced Barrett’s Esophagus","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Calgary","funders":"","keywords":"Medicine; Barrett's esophagus; Confidence interval; Esophagus; Household income; Dysplasia; Odds ratio; Retrospective cohort study; Socioeconomic status; Internal medicine; Cohort; Adenocarcinoma; Demography; Cancer; Population; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003724883,0.0001327592,0.0002323204,0.0004738616,0.0005064749,0.0006774063,0.0002808242,0.0002341838,0.001999607],"category_scores_gemma":[0.002174801,0.0001089745,0.0003929609,0.0008377583,0.0002630028,0.0004068794,0.0005316982,0.000514077,0.000146757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005694624,"about_ca_system_score_gemma":0.0005692982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0201334,"about_ca_topic_score_gemma":0.02980104,"domain_scores_codex":[0.9996114,0.00008977855,0.00004055839,0.00006486234,0.00007246344,0.0001209623],"domain_scores_gemma":[0.9985778,0.0001948115,0.0006922393,0.00005275037,0.0001280673,0.0003542622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005311391,0.00001477761,0.9994293,0.000004341313,0.0000132673,0.00002910788,0.0000234586,0.00001233345,0.00001685477,0.000004933075,0.00004032628,0.000358133],"study_design_scores_gemma":[0.000002516962,0.00006083513,0.9995158,0.00000494945,0.00001278248,0.00006250217,0.0002056445,0.00005434919,0.00001166513,0.000007956953,0.00005955161,0.000001508581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992094,0.0001654452,0.00001147348,0.00005008495,0.000004414258,0.000003726392,0.0002295849,7.617264e-7,0.0003250434],"genre_scores_gemma":[0.9997359,0.00005041976,0.000009324032,0.000009909057,0.000004234179,0.000002191576,0.0001400868,3.772346e-7,0.00004737763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9798666,"threshold_uncertainty_score":0.04003245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01151484235954616,"score_gpt":0.2727495834383762,"score_spread":0.26123474107883,"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."}}