{"id":"W4407301562","doi":"10.1001/jamapediatrics.2024.6192","title":"Effectiveness of Patient Navigation During Transition to Adult Care","year":2025,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Calgary; Glenrose Rehabilitation Hospital; Institute for Clinical Evaluative Sciences; Alberta Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Psychological intervention; Health care; Emergency department; Randomized controlled trial; Population; Mental health; Young adult; Family medicine; Gerontology; Nursing; Psychiatry; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.0003347317,0.0001366203,0.0002506074,0.0002900313,0.0003751029,0.000005407003,0.0001068445,0.0003163682,0.00001552768],"category_scores_gemma":[0.0003470653,0.0001356846,0.00007528078,0.0009667283,0.00001114558,0.0001027768,0.00005920712,0.0004982501,0.00004825834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003494828,"about_ca_system_score_gemma":0.0004143225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002945932,"about_ca_topic_score_gemma":0.00003319716,"domain_scores_codex":[0.9979323,0.0006349351,0.0005469641,0.0002579522,0.0002776136,0.000350243],"domain_scores_gemma":[0.9980524,0.0005379454,0.0001614211,0.0002237522,0.0008919997,0.0001324475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001374591,0.000139992,0.8795666,0.0589353,0.00001748642,0.00001340475,0.04204058,0.0004215474,0.0006315669,0.001664665,0.002150684,0.01304361],"study_design_scores_gemma":[0.003850311,0.0003005362,0.9654186,0.002675733,0.0001648887,6.696546e-7,0.02301467,0.00005078518,0.001894407,0.000435588,0.001784326,0.0004094764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940044,0.0004511511,0.001088756,0.0006861762,0.001089641,0.001490938,0.0001112996,0.00007946407,0.0009981183],"genre_scores_gemma":[0.9984422,0.0001273868,0.0002122679,0.0003837831,0.0005324958,0.0001170111,0.0001250332,0.00001627463,0.00004354347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08585203,"threshold_uncertainty_score":0.5533057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124273285039126,"score_gpt":0.3577584599631278,"score_spread":0.3465157271127366,"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."}}