{"id":"W4402029979","doi":"10.1016/j.hctj.2024.100069","title":"Living with an ostomy: A needs assessment in pediatric inflammatory bowel disease","year":2024,"lang":"en","type":"article","venue":"Health Care Transitions","topic":"Stoma care and complications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; Queen's University","funders":"","keywords":"Psychosocial; Inflammatory bowel disease; Medicine; Disease; Digestive tract; Inflammatory Bowel Diseases; Intensive care medicine; Immune system; Psychosocial support; Immunology; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0061585,0.0003022233,0.0003920352,0.001693729,0.002136806,0.001129832,0.0007200107,0.0008296529,0.001295287],"category_scores_gemma":[0.009860465,0.0002819868,0.0005623017,0.001070512,0.0007494739,0.001713111,0.002429251,0.001633633,0.000145494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002501632,"about_ca_system_score_gemma":0.00524777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003559301,"about_ca_topic_score_gemma":0.009969992,"domain_scores_codex":[0.9978043,0.001189836,0.0002506007,0.00007063436,0.0003018276,0.0003827715],"domain_scores_gemma":[0.995701,0.001430382,0.0006715327,0.00005223688,0.0008684761,0.001276273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001951909,0.0008386216,0.427476,0.00288023,0.00005430759,0.008089373,0.4103157,0.0005239041,0.001750851,0.001680958,0.009680013,0.1365149],"study_design_scores_gemma":[0.00003940119,0.001016334,0.2442707,0.00202888,0.00005373104,0.008139946,0.7197158,0.00106823,0.0004834932,0.001284353,0.02182831,0.00007086765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899281,0.001427626,0.0005863806,0.004515985,0.0000694416,0.0006256927,0.0001298474,0.00001063332,0.002706386],"genre_scores_gemma":[0.9895746,0.003016924,0.005563682,0.0005390641,0.00003032396,0.0006964013,0.0001500154,0.000005458456,0.000423442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0061585,"threshold_uncertainty_score":0.03256965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01300279082087505,"score_gpt":0.3210950835493654,"score_spread":0.3080922927284904,"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."}}