{"id":"W4323351347","doi":"10.1093/jcag/gwac036.016","title":"A16 UNMET HEALTHCARE NEEDS AMONG PEOPLE WITH INFLAMMATORY BOWEL DISEASE: A NATIONAL CROSS-SECTIONAL POPULATION-REPRESENTATIVE STUDY","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; University of Toronto","funders":"","keywords":"Medicine; Health care; Family medicine; Cross-sectional study; Inflammatory bowel disease; Marital status; Population; Quality of life (healthcare); Descriptive statistics; Logistic regression; Disease; Environmental health; Nursing; Internal medicine","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":[0.001885102,0.0003382868,0.0005147147,0.001152066,0.001349993,0.0009966115,0.001018825,0.00074965,0.001914111],"category_scores_gemma":[0.003848148,0.0004767614,0.0009588695,0.002649552,0.0004357973,0.0008357223,0.000914233,0.0009813341,0.0004316492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00269164,"about_ca_system_score_gemma":0.003245269,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3982218,"about_ca_topic_score_gemma":0.4725264,"domain_scores_codex":[0.9982941,0.0003163601,0.0002724998,0.0003061283,0.0005077729,0.0003031874],"domain_scores_gemma":[0.9979339,0.0002184678,0.0005726474,0.0001581611,0.0007167206,0.0004000221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002609349,0.00006148898,0.9979811,0.00005458376,0.00008720656,0.00003107092,0.0003197208,0.00002331527,0.00005696577,0.00002278784,0.0006022174,0.0007335437],"study_design_scores_gemma":[0.000009092661,0.00004898323,0.9982988,0.00003038953,0.00003722306,0.00005067852,0.0008752335,0.00009412842,0.00001950776,0.00001640437,0.0005123502,0.000007207291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884982,0.0003556759,0.0002176736,0.0002282144,0.00002089351,0.0002174029,0.009238197,0.000008592925,0.001215114],"genre_scores_gemma":[0.9939647,0.0002134693,0.0004213725,0.0004129898,0.00001214528,0.0002880576,0.00433406,0.000004516982,0.0003486024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6017783,"threshold_uncertainty_score":0.7918077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01969515977784492,"score_gpt":0.2671806923244801,"score_spread":0.2474855325466351,"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."}}