{"id":"W4296663115","doi":"10.1016/j.pedn.2022.09.012","title":"Association between transition readiness and mental health comorbidity in youth with chronic health conditions","year":2022,"lang":"en","type":"article","venue":"Journal of Pediatric Nursing","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"South Health Campus; University of Alberta; University of Calgary","funders":"","keywords":"Mental health; Comorbidity; Cohort; Young adult; Medicine; Psychiatry; Psychology; Cohort study; Clinical psychology; Gerontology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003052147,0.000146741,0.0005220792,0.0005123565,0.001626443,0.000009936944,0.0001044989,0.00009305886,0.0000733593],"category_scores_gemma":[0.00003689463,0.000139674,0.0000562773,0.0007244105,0.00002290646,0.00023124,0.0000219151,0.001690744,0.000001957716],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006185265,"about_ca_system_score_gemma":0.003077141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004999494,"about_ca_topic_score_gemma":0.0003142086,"domain_scores_codex":[0.9958119,0.001640621,0.001115597,0.0001797051,0.0006505553,0.0006015818],"domain_scores_gemma":[0.9973735,0.0002662687,0.001813427,0.00009164611,0.0001344793,0.0003206875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001607761,0.0001972683,0.9172766,0.0004233675,0.00002715074,0.000007530943,0.0477735,0.00008780781,0.000001365386,0.00003342077,0.02984318,0.004168084],"study_design_scores_gemma":[0.008258079,0.002913646,0.9328063,0.0007257756,0.0002141558,0.00004978779,0.05040244,0.0001171114,5.330012e-7,0.0004051253,0.003734029,0.0003730469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9369819,0.003861969,0.000486605,0.05594519,0.001198508,0.0008233606,0.0006186051,0.00002609117,0.00005779036],"genre_scores_gemma":[0.9933619,0.00221087,0.0001375964,0.000706947,0.003273113,0.000007723967,0.0002351248,0.0000244388,0.00004228932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05638001,"threshold_uncertainty_score":0.9996733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06062670288464623,"score_gpt":0.4109088549053518,"score_spread":0.3502821520207056,"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."}}