{"id":"W4292869102","doi":"10.1177/07067437221111368","title":"Childhood Adversity and Mental Health Outcomes Among University Students: A Longitudinal Study","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Alberta Health Services; Queen's University; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Mental health; Anxiety; Clinical psychology; Psychosocial; Psychology; Psychiatry; Odds ratio; Poison control; Sexual abuse; Psychological abuse; Suicide prevention; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00166957,0.0003190524,0.0003673146,0.0008672878,0.001417019,0.001184115,0.0005932819,0.0007520366,0.00151872],"category_scores_gemma":[0.002371066,0.0004730305,0.0007822661,0.001484131,0.0003684293,0.0008664828,0.001334026,0.002133736,0.0003630953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009701775,"about_ca_system_score_gemma":0.001354171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03506808,"about_ca_topic_score_gemma":0.0495035,"domain_scores_codex":[0.9992247,0.0002440793,0.00006146498,0.0001101892,0.000127578,0.0002319888],"domain_scores_gemma":[0.9978774,0.0001585623,0.0006543068,0.0001907056,0.0003179341,0.0008011438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003519786,0.0001237013,0.9988495,0.000004141129,0.00004432988,0.00002577169,0.0001691895,0.00001067246,0.00003506077,0.000009867882,0.0001225918,0.0005699324],"study_design_scores_gemma":[0.000006661588,0.00008940468,0.998937,0.00001396127,0.00002959002,0.00006526467,0.0005581253,0.00006968716,0.00002163758,0.00001461695,0.0001897202,0.000004431856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998962,0.0001753574,0.00005010211,0.0001201578,0.000008487524,0.00001424726,0.0004802932,0.000002765101,0.0001866043],"genre_scores_gemma":[0.9987909,0.0002043936,0.0001111375,0.00009123542,0.00001039594,0.00002820676,0.000556701,0.000002033532,0.0002050283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03506808,"threshold_uncertainty_score":0.0697279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.015148657056145,"score_gpt":0.2754543185896819,"score_spread":0.2603056615335369,"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."}}