{"id":"W4416168869","doi":"10.1016/j.jadohealth.2025.09.013","title":"Virtual, In-Person and Hybrid Utilization Patterns of Youth Accessing Integrated Youth Services: A Retrospective Cohort Study of Youth Ages 12–24","year":2025,"lang":"en","type":"article","venue":"Journal of Adolescent Health","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Hospital and Health Sciences Centre; Providence Health Care; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Retrospective cohort study; Cohort study; Young adult; MEDLINE; Cohort; Suicide prevention","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009904116,0.0003553732,0.0004840003,0.001587371,0.001455377,0.001145738,0.0007248486,0.0004976378,0.001331618],"category_scores_gemma":[0.001776852,0.0005931233,0.0006900359,0.00248331,0.0004823858,0.0008947149,0.000952296,0.0008628914,0.0003540048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001432217,"about_ca_system_score_gemma":0.001318093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1837685,"about_ca_topic_score_gemma":0.2065081,"domain_scores_codex":[0.9992226,0.0001226581,0.0001144612,0.0001364514,0.0002005125,0.0002033042],"domain_scores_gemma":[0.9984503,0.0001081651,0.0006671564,0.0001162582,0.0003042769,0.0003539072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001554048,0.0000251623,0.9994044,0.000003938542,0.00001386962,0.00002232162,0.000186081,0.000005840973,0.00002616048,0.00000448404,0.00004679086,0.000245434],"study_design_scores_gemma":[0.00000225931,0.00005585763,0.9983651,0.00001194815,0.00001431095,0.00009171844,0.001284024,0.00005189822,0.00002126195,0.000004734754,0.00009417075,0.000002718445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985293,0.0001006202,0.0000490273,0.00001606205,0.000002551312,0.0000385239,0.001052759,0.000002884216,0.0002083476],"genre_scores_gemma":[0.9984568,0.0001738651,0.00009808691,0.00003320471,0.000004308878,0.00006260994,0.0009788086,0.00000340166,0.0001888438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1837685,"threshold_uncertainty_score":0.3653976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04969803114462927,"score_gpt":0.335254316227274,"score_spread":0.2855562850826447,"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."}}