{"id":"W4412793329","doi":"10.3390/children12080995","title":"Silent Struggles: Uncovering Mental Health Burdens in Adolescents with Inflammatory Bowel Disease and Juvenile Idiopathic Arthritis—A Retrospective Chart Review","year":2025,"lang":"en","type":"article","venue":"Children","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Inflammatory bowel disease; Juvenile; Medicine; Arthritis; Chart; Mental health; Disease; Retrospective cohort study; Psychiatry; Immunology; Internal medicine; Biology; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007845956,0.0002806526,0.0006118697,0.0002088254,0.0006118548,0.00001130917,0.0001541662,0.0001249662,0.00003218229],"category_scores_gemma":[0.0001136769,0.0002549371,0.00005682646,0.0003876681,0.00006172747,0.0001344234,0.0001794964,0.001018019,0.00003549122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007860175,"about_ca_system_score_gemma":0.001523826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003368176,"about_ca_topic_score_gemma":0.001068381,"domain_scores_codex":[0.9970669,0.0004964973,0.0008717832,0.0005437485,0.0003180515,0.0007029756],"domain_scores_gemma":[0.9987746,0.00001879831,0.0003287737,0.0003709589,0.00007999825,0.000426896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001047884,0.00006178828,0.9848323,0.007294794,0.00001260581,0.00001062137,0.001300983,0.000001274325,9.639666e-7,0.0001010883,0.004639046,0.001639721],"study_design_scores_gemma":[0.001886005,0.00007197308,0.919812,0.07672755,0.00001783509,0.000002150807,0.0004743629,0.000009056808,5.41733e-7,0.00009087945,0.000701407,0.0002062814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8240592,0.1629581,0.00001776465,0.008254118,0.0004089915,0.003842565,0.0001981611,0.0001184265,0.0001425853],"genre_scores_gemma":[0.9317744,0.06251238,0.00001139355,0.004991462,0.0003264211,0.0001172719,0.00007603056,0.00003055658,0.0001600167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1077152,"threshold_uncertainty_score":0.9999903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01113451611699961,"score_gpt":0.3183840165932844,"score_spread":0.3072495004762848,"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."}}