{"id":"W4407285559","doi":"10.1093/jcag/gwae059.210","title":"A210 BARRIERS TO ACCESSING INTERVENTIONS FOR PSYCHOLOGICAL DISTRESS IN PERSONS LIVING WITH IBD","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Dalhousie University; Nova Scotia Health Authority","funders":"","keywords":"Psychological intervention; Psychological distress; Distress; Clinical psychology; Psychology; Medicine; Psychiatry; Mental health","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":[0.01545495,0.0001957156,0.0005790187,0.0005380953,0.003328048,0.002950382,0.001139202,0.001254782,0.004970165],"category_scores_gemma":[0.04062046,0.0003812788,0.0007445301,0.0006388273,0.002173736,0.002469307,0.004064704,0.00209883,0.0002352385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003271688,"about_ca_system_score_gemma":0.008898646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00555854,"about_ca_topic_score_gemma":0.007103858,"domain_scores_codex":[0.9823779,0.01366885,0.0009357386,0.0003780334,0.001085477,0.001554029],"domain_scores_gemma":[0.9671901,0.02543778,0.002461586,0.0005595144,0.00173254,0.002618465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002560573,0.001043158,0.07936338,0.004698219,0.0001210554,0.001298812,0.7929285,0.0002211714,0.001089338,0.004928436,0.004320469,0.1097314],"study_design_scores_gemma":[0.0000810483,0.0007199935,0.04307175,0.004868163,0.0001149646,0.0006413482,0.9262914,0.0004686964,0.0004596661,0.001676094,0.02155721,0.0000496043],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683418,0.002822345,0.001380636,0.01788714,0.0001179802,0.0004822579,0.0001025224,0.00002252195,0.008842955],"genre_scores_gemma":[0.9956179,0.0009907574,0.001167314,0.001418756,0.0000146694,0.0002998296,0.00002428,0.000005192595,0.0004613814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01545495,"threshold_uncertainty_score":0.08173454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02348534009445376,"score_gpt":0.3361554093004634,"score_spread":0.3126700692060096,"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."}}