{"id":"W4207010556","doi":"10.1093/ibd/izac015.142","title":"DECONSTRUCTING DISTRESS: STAKEHOLDER ENGAGEMENT FOR EVIDENCE-BASED, PATIENT-CENTERED INTERVENTIONS FOR THE MANAGEMENT OF IBD-ASSOCIATED PSYCHOLOGICAL DISTRESS","year":2022,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Thematic analysis; Medicine; Distress; Health care; Stakeholder; Qualitative research; Family medicine; Clinical psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.106318,0.001041784,0.0008991752,0.00234793,0.00526621,0.006986803,0.003659398,0.002403877,0.003750876],"category_scores_gemma":[0.0714288,0.0005633549,0.001525861,0.00166521,0.005577614,0.00502013,0.01445894,0.00452726,0.0004303552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01114647,"about_ca_system_score_gemma":0.04568993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004272766,"about_ca_topic_score_gemma":0.01509957,"domain_scores_codex":[0.8809011,0.1067975,0.002681712,0.001476002,0.005431389,0.002712337],"domain_scores_gemma":[0.9366198,0.05070712,0.002228459,0.002170274,0.004405819,0.003868379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003599288,0.001865548,0.006838989,0.02257777,0.0003189358,0.0007360889,0.2727718,0.001502343,0.003193807,0.02828901,0.01300277,0.6485431],"study_design_scores_gemma":[0.001246158,0.003182889,0.01890712,0.08759498,0.001034439,0.0009828428,0.5353395,0.007449429,0.007057066,0.1007126,0.2361959,0.0002971172],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3497467,0.02919848,0.2378224,0.2440828,0.00340633,0.04012203,0.0006017291,0.0006845935,0.09433487],"genre_scores_gemma":[0.7804354,0.007060852,0.19009,0.007247499,0.0001344681,0.01334022,0.0001669637,0.0000544032,0.001470273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.106318,"threshold_uncertainty_score":0.5622703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2392421204503987,"score_gpt":0.4320940872097487,"score_spread":0.19285196675935,"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."}}