{"id":"W2051327493","doi":"10.1016/j.addbeh.2011.07.025","title":"Childhood abuse and harmful substance use among criminal offenders","year":2011,"lang":"en","type":"article","venue":"Addictive Behaviors","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"National Center for Research Resources; National Institute on Drug Abuse","keywords":"Substance abuse; Psychiatry; Clinical psychology; Psychology; Anxiety; Sexual abuse; Depression (economics); Poison control; Physical abuse; Injury prevention; Psychological abuse; Medicine; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008495554,0.0002638951,0.0002306058,0.0001394126,0.0001445821,0.00003182373,0.0001780705,0.0001511862,0.002730348],"category_scores_gemma":[0.000009017063,0.000257994,0.00009802847,0.0001593703,0.0004330862,0.000400672,0.00002309768,0.0003332354,0.0002049843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002937174,"about_ca_system_score_gemma":0.00001246104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008689783,"about_ca_topic_score_gemma":0.0005064023,"domain_scores_codex":[0.9985315,0.00008159984,0.0002408255,0.0005568949,0.0001631911,0.0004260518],"domain_scores_gemma":[0.9991209,0.00006593342,0.000106965,0.0004407117,0.00006364986,0.0002018233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001586203,0.0008262927,0.8727348,0.000002811523,0.0001417427,0.0002711048,0.114919,9.308649e-8,0.00006079896,0.002257204,0.001226005,0.007401497],"study_design_scores_gemma":[0.001181904,0.0001792196,0.9922965,0.00003038737,0.0002910614,0.00004846566,0.004763381,4.846956e-7,0.0005595107,0.0000713247,0.0002874958,0.0002902438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914778,0.0001917219,0.00007123779,0.000008494751,0.0004426513,0.0003411987,0.00007286391,0.0001391858,0.007254835],"genre_scores_gemma":[0.9987747,0.00004023187,0.0001973786,0.0001572555,0.00006539647,0.00006589937,0.00001936895,0.00004963375,0.0006301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1195617,"threshold_uncertainty_score":0.9999872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05600064450667616,"score_gpt":0.2758076588235429,"score_spread":0.2198070143168667,"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."}}