{"id":"W2417029267","doi":"10.1177/0706743716651832","title":"Individual- and Relationship-Level Factors Related to Better Mental Health Outcomes following Child Abuse: Results from a Nationally Representative Canadian Sample","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Psychiatry; Suicidal ideation; Suicide prevention; Clinical psychology; Child abuse; Occupational safety and health; Psychology; Poison control; Medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0007454833,0.0002000298,0.0002802956,0.0005542884,0.0009009131,0.00008619927,0.0003766873,0.0001251409,0.0004352905],"category_scores_gemma":[0.0002793835,0.0001271386,0.0001616053,0.0002763929,0.00008585612,0.0001851412,0.00001150944,0.0004292004,0.00005396858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003269689,"about_ca_system_score_gemma":0.001726395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5667418,"about_ca_topic_score_gemma":0.9852676,"domain_scores_codex":[0.997968,0.0002596565,0.0007164343,0.0002830113,0.0002978539,0.0004750052],"domain_scores_gemma":[0.9974614,0.0006252551,0.0003684882,0.0003238181,0.00006357863,0.001157433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003092743,0.0000140697,0.9168913,7.72289e-7,0.0005578033,0.00001474065,0.03524524,0.000002296732,3.295247e-7,0.007732134,0.03873698,0.0007734493],"study_design_scores_gemma":[0.002061752,0.00007732241,0.9801028,0.0001513549,0.00004797092,0.00003737683,0.002363605,1.609516e-7,8.543642e-7,0.009430517,0.005564975,0.0001613029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7586671,0.0004531866,0.0000172827,0.2341139,0.002374585,0.0002360581,0.003131715,0.000007275789,0.0009989704],"genre_scores_gemma":[0.9919874,0.000004826882,0.001370499,0.005967494,0.0001683299,0.000002879488,0.00008416981,0.00003049525,0.000383877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4185259,"threshold_uncertainty_score":0.6929187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04116126116135868,"score_gpt":0.3122472340560106,"score_spread":0.2710859728946519,"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."}}