{"id":"W3096154354","doi":"10.7202/1072586ar","title":"From adverse childhood experiences to wellbeing: Portfolios of resilience","year":2020,"lang":"en","type":"article","venue":"International Journal of Child and Adolescent Resilience","topic":"Resilience and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Portfolio; Psychology; Psychological intervention; Intervention (counseling); Resilience (materials science); Psychological resilience; Social support; Family resilience; Developmental psychology; Applied psychology; Social psychology; Psychiatry; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001689408,0.000153571,0.0002767385,0.0001498604,0.00005923534,0.00002449238,0.0008088928,0.00005298743,0.0002526664],"category_scores_gemma":[0.0001321908,0.0001257728,0.0001064655,0.0001972024,0.000167857,0.0002638466,0.000119203,0.0002480087,0.00002101231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003075201,"about_ca_system_score_gemma":0.00008992834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004017344,"about_ca_topic_score_gemma":0.000001624349,"domain_scores_codex":[0.9979527,0.00006250212,0.0007045127,0.0003162479,0.0007330787,0.0002309707],"domain_scores_gemma":[0.9987363,0.00004925022,0.0004785199,0.0001448549,0.0001751068,0.0004159652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006394322,0.003624659,0.312806,0.0001290978,0.0004453821,0.001213769,0.2725036,0.001212762,0.02881844,0.003770951,0.0535055,0.3155756],"study_design_scores_gemma":[0.002514862,0.001608989,0.8815901,0.001911267,0.00004125726,0.0005972043,0.06629362,0.00008526574,0.02373892,0.0003368529,0.02082858,0.0004530762],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867753,0.0008952905,0.0007453805,0.008057241,0.0009923946,0.0001601025,0.00001177689,0.000009480977,0.002353008],"genre_scores_gemma":[0.9921539,0.0002999028,0.0003561509,0.006476523,0.0006471776,0.000002857953,0.000001665431,0.000008232551,0.00005354356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5687841,"threshold_uncertainty_score":0.5128867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131664483006328,"score_gpt":0.3267365225686595,"score_spread":0.3154198777385962,"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."}}