{"id":"W4409148651","doi":"10.1007/s10620-025-09015-w","title":"Unmet Healthcare Needs Among People with Inflammatory Bowel Disease: A Canadian Cross-Sectional Population-Representative Study","year":2025,"lang":"en","type":"article","venue":"Digestive Diseases and Sciences","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Health care; Respondent; Cross-sectional study; Family medicine; Population; Inflammatory bowel disease; Logistic regression; Disease; Environmental health; 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":[0.000907977,0.0005725523,0.000760088,0.001634783,0.003580027,0.001568496,0.001495204,0.001111562,0.001734581],"category_scores_gemma":[0.002374888,0.000629972,0.001244671,0.006018225,0.0006635737,0.0007774975,0.001198937,0.001276502,0.0002581331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01942362,"about_ca_system_score_gemma":0.02001099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9894603,"about_ca_topic_score_gemma":0.9933909,"domain_scores_codex":[0.9989567,0.00007203748,0.000087553,0.0001649247,0.0003383115,0.0003804791],"domain_scores_gemma":[0.9983469,0.00006667594,0.000284679,0.0000561008,0.0007689479,0.000476664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006257894,0.00005874897,0.9960912,0.00004300499,0.00008513479,0.00009848703,0.0009099839,0.00004689749,0.0001373464,0.00005721766,0.0008347441,0.001574584],"study_design_scores_gemma":[0.00000769191,0.00002178631,0.997818,0.00002380386,0.00003105668,0.00006529579,0.001403045,0.0001078643,0.00001535495,0.00001560022,0.0004781787,0.00001235988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990244,0.0008481013,0.0001075483,0.0004843279,0.00001947181,0.00008567002,0.006296606,0.000009640533,0.001904697],"genre_scores_gemma":[0.9957379,0.0007003104,0.0002356222,0.0002808649,0.000009297113,0.00004741629,0.002284718,0.000005211151,0.000698637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01942362,"threshold_uncertainty_score":0.1409289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00883161482371019,"score_gpt":0.2930939367427436,"score_spread":0.2842623219190334,"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."}}