{"id":"W3165248252","doi":"10.1016/j.jadohealth.2021.04.017","title":"Adolescent Mental Health Problems and Adult Human Capital: Findings From the South African Birth to Twenty Plus Cohort at 28 Years of Age","year":2021,"lang":"en","type":"article","venue":"Journal of Adolescent Health","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Université de Montréal","funders":"Bill and Melinda Gates Foundation","keywords":"Mental health; Psychosocial; Psychology; Receipt; Social isolation; Socioeconomic status; Psychological intervention; Psychiatry; Domestic violence; Poison control; Medicine; Population; Clinical psychology; Suicide prevention; Environmental health","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":[0.000881733,0.0003200163,0.0002601991,0.001156407,0.0006416466,0.0007126025,0.0004218615,0.0003401966,0.001630296],"category_scores_gemma":[0.001964218,0.0002805681,0.0004236987,0.001213642,0.0002901548,0.0007217251,0.001133717,0.0005859665,0.000176397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003604793,"about_ca_system_score_gemma":0.0004878806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03716276,"about_ca_topic_score_gemma":0.03861823,"domain_scores_codex":[0.9997193,0.00005714052,0.00002462374,0.00005325686,0.00005116595,0.00009443051],"domain_scores_gemma":[0.9990175,0.00007349065,0.0004654925,0.00005829189,0.0000903691,0.0002947905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002414899,0.00001470785,0.9989379,0.000007067439,0.00002148247,0.00007738976,0.0002864013,0.00001122713,0.00005783338,0.00001748197,0.00007826527,0.0004660735],"study_design_scores_gemma":[0.000001619533,0.00001802627,0.9994319,0.00001146522,0.000009584827,0.00006597315,0.0002911294,0.00002217623,0.00001462521,0.000007154352,0.0001248179,0.000001337085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988961,0.0001308888,0.00003244177,0.00004057903,0.000003227281,0.00001123538,0.0006691918,9.129541e-7,0.0002153705],"genre_scores_gemma":[0.9990559,0.0001919712,0.00003780859,0.00001927567,0.000003819107,0.00001796577,0.0004930734,0.000001017179,0.0001791096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03716276,"threshold_uncertainty_score":0.07389289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02655856934293064,"score_gpt":0.2931034114617429,"score_spread":0.2665448421188122,"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."}}