{"id":"W4403163953","doi":"10.1016/j.jaac.2024.08.261","title":"4.16 Distinct Life-Course Trajectories of Symptoms of MDD, Anxiety, and ADHD in Youth in Community-Based Care","year":2024,"lang":"en","type":"article","venue":"Journal of the American Academy of Child & Adolescent Psychiatry","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Anxiety; Life course approach; Psychology; Clinical psychology; Psychiatry; Developmental psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004692202,0.0002166539,0.0002354418,0.0007661819,0.001007551,0.0008858977,0.000455149,0.0005642879,0.002739502],"category_scores_gemma":[0.001779643,0.0002051551,0.0008207185,0.0006419044,0.0002645179,0.0007248935,0.0008470374,0.0007582986,0.0002052255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008318634,"about_ca_system_score_gemma":0.0009689157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03543606,"about_ca_topic_score_gemma":0.07622322,"domain_scores_codex":[0.9997337,0.00004200115,0.00002101329,0.00004925206,0.00003039452,0.0001236222],"domain_scores_gemma":[0.9993404,0.00006607163,0.000203879,0.00002714726,0.0001187664,0.0002437916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001019509,0.00005636348,0.9976733,0.000004415962,0.00002360371,0.00002965281,0.0001476193,0.0000260606,0.0001394762,0.00004176098,0.0000984368,0.001657347],"study_design_scores_gemma":[0.000002676711,0.00003672058,0.9993217,0.000005546343,0.000009018268,0.00003336058,0.0004060435,0.00006757183,0.0000286848,0.00002797434,0.00005922603,0.000001611889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983099,0.0001828594,0.00006938116,0.0001179845,0.000006901908,0.00002201612,0.0006241828,0.000005176256,0.0006617295],"genre_scores_gemma":[0.9982785,0.00009896183,0.0001011714,0.00003841595,0.00000389773,0.00001418571,0.001025982,0.000001942632,0.000436841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03543606,"threshold_uncertainty_score":0.0704596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03159046881798008,"score_gpt":0.3751542906886622,"score_spread":0.3435638218706822,"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."}}