{"id":"W4413845098","doi":"10.1016/j.childyouth.2025.108557","title":"Development and validation of the youth development instrument (YDI): A comprehensive survey of adolescent health and well-being","year":2025,"lang":"en","type":"article","venue":"Children and Youth Services Review","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Children's Hospital; BC Centre for Disease Control; Simon Fraser University","funders":"Canadian Institutes of Health Research; British Columbia Centre for Disease Control; University of British Columbia; Simon Fraser University","keywords":"Psychology; Positive Youth Development; Survey instrument; Applied psychology; Developmental psychology","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":[0.01867641,0.0006218727,0.0007095112,0.003193746,0.002051826,0.001452378,0.001481876,0.0004810814,0.00227191],"category_scores_gemma":[0.01606869,0.0006679918,0.00107633,0.00375546,0.001082597,0.0008091524,0.00255823,0.001869421,0.0008044779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006504211,"about_ca_system_score_gemma":0.03333369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1847973,"about_ca_topic_score_gemma":0.3174639,"domain_scores_codex":[0.9919569,0.00219745,0.001605222,0.0006411659,0.002799116,0.0008000378],"domain_scores_gemma":[0.9813786,0.002178537,0.001649189,0.001191313,0.01114786,0.002454532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001053364,0.0005012026,0.9204816,0.0003622659,0.00007119933,0.00009188027,0.003370561,0.0008527244,0.000874707,0.001456503,0.008034767,0.06379727],"study_design_scores_gemma":[0.00002961495,0.0001796622,0.9824589,0.0001951236,0.00002919257,0.00005632088,0.001715778,0.0007197538,0.0005654452,0.0003129572,0.01371307,0.00002415894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.880536,0.001052883,0.02278327,0.001635883,0.0002478527,0.0365137,0.03725396,0.0003952751,0.01958127],"genre_scores_gemma":[0.7740195,0.002061724,0.1035481,0.0009379861,0.00009333972,0.07119898,0.04138944,0.0001478532,0.006602928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1847973,"threshold_uncertainty_score":0.3674434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06061277670235119,"score_gpt":0.3784424107367688,"score_spread":0.3178296340344176,"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."}}