{"id":"W7062362590","doi":"","title":"Stress and family dysfunction: Examining their influence on mental health outcomes and service use in the offspring of parents with affective disorders","year":2024,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Brain and Behavior Research Foundation","keywords":"Mental health; Offspring; Mediation; Mental health service; Longitudinal study; Tracking (education)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008026177,0.0003155651,0.0003272319,0.0005791012,0.0005775858,0.0006925093,0.0003173823,0.0004434211,0.001082632],"category_scores_gemma":[0.00208993,0.0002505933,0.00073128,0.0005871332,0.0003105536,0.0004155776,0.0009074688,0.0006767381,0.00010781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004213744,"about_ca_system_score_gemma":0.0004931368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01058118,"about_ca_topic_score_gemma":0.01266551,"domain_scores_codex":[0.9994754,0.0002255381,0.00003387932,0.00009845036,0.00005678655,0.0001099367],"domain_scores_gemma":[0.999252,0.0001931597,0.000275966,0.0000533103,0.00004917887,0.0001763139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007245009,0.00007873493,0.9976465,0.000005663954,0.00005555519,0.00009311616,0.0004314281,0.00001749509,0.0001055712,0.0000208515,0.0000255476,0.001447046],"study_design_scores_gemma":[0.000001576028,0.00007604597,0.999009,0.000005875746,0.00002312618,0.00005895259,0.0006812444,0.000051606,0.00002656959,0.00001385843,0.00005032773,0.000001745459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996873,0.0001410425,0.00002217056,0.00002272412,0.000002570352,0.000002246087,0.00003838452,3.189161e-7,0.00008315993],"genre_scores_gemma":[0.9995338,0.0001817421,0.0000559187,0.00001136092,0.000005126318,0.000008100797,0.00008548861,5.545988e-7,0.0001179902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01058118,"threshold_uncertainty_score":0.02103913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02047079029603873,"score_gpt":0.2596167574103126,"score_spread":0.2391459671142739,"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."}}