{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002076705,0.00009966321,0.0003286243,0.0007467797,0.0002527149,0.00004403878,0.0002255355,0.00009695252,0.00003536456],"category_scores_gemma":[0.0003738988,0.00007748759,0.0001513738,0.0003929397,0.00004048353,0.0002162681,0.00002741746,0.0002780142,0.00001273804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001903864,"about_ca_system_score_gemma":0.0004263997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05952908,"about_ca_topic_score_gemma":0.5692762,"domain_scores_codex":[0.9981479,0.00017399,0.0009745006,0.0001338251,0.0002582849,0.0003115179],"domain_scores_gemma":[0.9970175,0.00004215886,0.002020489,0.0001259485,0.0005195108,0.0002744079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008557799,0.00002947137,0.9951335,0.00002234341,0.0001855573,0.000004319371,0.0007519792,0.00222228,1.90178e-7,0.0008165287,0.0007453808,0.000002919074],"study_design_scores_gemma":[0.0009154357,0.0002569752,0.9971597,0.00001657405,0.000004287308,0.000008021364,0.000324226,0.0001503431,9.965527e-8,0.0009622264,0.0001529805,0.00004914982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919731,0.00001487038,0.00001030422,0.006433669,0.0008884846,0.0002780896,0.0003250818,0.000006215663,0.00007018982],"genre_scores_gemma":[0.9986891,0.00000620221,0.000009472111,0.0002831733,0.0002177706,0.00001361159,0.00002027235,0.00001418183,0.0007462903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.509747,"threshold_uncertainty_score":0.9467336,"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."}}