{"id":"W4310725613","doi":"10.1016/j.ssmph.2022.101300","title":"The role of low educational attainment on the pathway from adolescent internalizing and externalizing problems to early adult labour market disconnection in the Dutch TRAILS cohort","year":2022,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; University of British Columbia","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Disconnection; Educational attainment; Mediation; Mental health; Psychology; Young adult; Cohort; Natural experiment; Developmental psychology; Medicine; Psychiatry; Political science","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":[0.002439993,0.0004074129,0.0005453044,0.0008781701,0.0005344091,0.001418451,0.001011059,0.0005104328,0.002775484],"category_scores_gemma":[0.005708272,0.0005315439,0.001499684,0.0009724921,0.0003728184,0.0006159463,0.001411145,0.001152281,0.0002018438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180398,"about_ca_system_score_gemma":0.002336763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1748006,"about_ca_topic_score_gemma":0.162759,"domain_scores_codex":[0.998916,0.0003331374,0.00009730791,0.0002235947,0.0001129257,0.0003170357],"domain_scores_gemma":[0.997399,0.0007096311,0.0007739444,0.0002611564,0.00021821,0.0006380993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001396883,0.00002464155,0.9973333,0.0000120791,0.0001591132,0.00009538088,0.0002044056,0.00009126854,0.00005730218,0.0001142347,0.0001706451,0.001598007],"study_design_scores_gemma":[0.000008305532,0.00003798536,0.9985284,0.00002849778,0.0001152541,0.00005746206,0.000479682,0.0003974273,0.00003094878,0.00009667016,0.0002139253,0.000005491627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973187,0.0007885415,0.0001545894,0.000265746,0.00001805854,0.00001028935,0.0009012651,0.000004688255,0.0005380435],"genre_scores_gemma":[0.9983674,0.0002744103,0.00007316724,0.00002500471,0.0000084045,0.00001364613,0.0006945723,0.000005365923,0.0005379994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1748006,"threshold_uncertainty_score":0.3475664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02975772044337112,"score_gpt":0.3528513375340865,"score_spread":0.3230936170907154,"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."}}