{"id":"W4223453490","doi":"10.3390/children9040546","title":"Understanding the Mechanisms through Which Family Risk Affects Adolescent Mental Health: A Model of Multisystemic Resilience in Context","year":2022,"lang":"en","type":"article","venue":"Children","topic":"Resilience and Mental Health","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Psychological resilience; Psychology; Mental health; Context (archaeology); Developmental psychology; Mediation; Moderated mediation; Unrest; Clinical psychology; Social psychology; Psychiatry; Political science; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008398884,0.0001541843,0.0002833558,0.00008301908,0.0004992804,0.000008949931,0.0004189819,0.00004676426,0.00004180608],"category_scores_gemma":[0.00001116479,0.0001247822,0.0000616356,0.0003946706,0.00007874661,0.00007563423,0.0001628918,0.0004471099,0.00001269103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007491121,"about_ca_system_score_gemma":0.0001705231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003073697,"about_ca_topic_score_gemma":0.0009711813,"domain_scores_codex":[0.9977344,0.0006189559,0.0003835683,0.0004066884,0.0003853565,0.0004710323],"domain_scores_gemma":[0.9991308,0.00007278784,0.0003016312,0.0004127595,0.0000098562,0.00007218802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002693847,0.003971984,0.2455575,0.000452655,0.0002758169,0.00001847153,0.4214988,0.04648891,0.01010033,0.2070318,0.03933227,0.02257762],"study_design_scores_gemma":[0.01416641,0.00361523,0.4063838,0.001150623,0.0000590352,0.0003071466,0.5156851,0.03614064,0.001282253,0.01991716,0.000126104,0.001166468],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813297,0.001849974,0.01251736,0.0007504522,0.0005067346,0.001799049,0.0002187075,0.00003066484,0.0009973182],"genre_scores_gemma":[0.9980927,0.0002148178,0.0001114026,0.001318651,0.00001787857,0.0001038326,0.00002195077,0.00001990742,0.00009885919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1871146,"threshold_uncertainty_score":0.508847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07462767077555742,"score_gpt":0.3499957928842226,"score_spread":0.2753681221086651,"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."}}