{"id":"W4407285084","doi":"10.1093/jcag/gwae059.113","title":"A113 FACILITATORS FOR EVIDENCE-BASED INTERVENTIONS FOR PSYCHOLOGICAL DISTRESS IN PERSONS LIVING WITH IBS: A ROADMAP FOR HUMAN-CENTERED DESIGN AND IMPLENTATION","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Psychological distress; Psychological intervention; Psychology; Distress; Psychotherapist; Mental health; Psychiatry","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.216068,0.001760553,0.002466769,0.004089555,0.003921836,0.009990916,0.005053401,0.003632589,0.009142387],"category_scores_gemma":[0.1236712,0.001383497,0.004036162,0.002067765,0.004906637,0.008065074,0.01202289,0.005052579,0.0007911628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01108508,"about_ca_system_score_gemma":0.05178911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002116396,"about_ca_topic_score_gemma":0.004762009,"domain_scores_codex":[0.792707,0.1863177,0.007447509,0.002939338,0.007408901,0.003179686],"domain_scores_gemma":[0.8357052,0.132727,0.006615628,0.008100074,0.01053367,0.006318534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001420416,0.008642455,0.00448929,0.0568318,0.000634003,0.0003987581,0.07257771,0.002439441,0.003170756,0.03156473,0.007323702,0.8105069],"study_design_scores_gemma":[0.01700865,0.03098928,0.02058967,0.227256,0.004100376,0.0007172424,0.2508976,0.01541081,0.01668514,0.1327471,0.2829593,0.0006387866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1792888,0.03251863,0.3854678,0.1191408,0.004382494,0.2439266,0.001318325,0.001998815,0.03195757],"genre_scores_gemma":[0.1436531,0.007086555,0.7348985,0.004269243,0.000194922,0.1079568,0.0001743242,0.00009938738,0.001667085],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.216068,"threshold_uncertainty_score":0.9667277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08524207790807202,"score_gpt":0.4000745667170852,"score_spread":0.3148324888090132,"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."}}