{"id":"W2104058437","doi":"10.1503/cmaj.131792","title":"Child abuse and mental disorders in Canada","year":2014,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":500,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health","funders":"Canadian Institutes of Health Research","keywords":"Suicidal ideation; Mental health; Psychiatry; Psychological abuse; Medicine; Sexual abuse; Child abuse; Poison control; Suicide prevention; Physical abuse; Clinical psychology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005465506,0.00007314708,0.0001195283,0.00009649867,0.0001420573,0.00002708195,0.000107845,0.0001223385,0.005306686],"category_scores_gemma":[0.0001544698,0.0000711232,0.00002334895,0.0001001822,0.00001572214,0.00004440455,0.000004120882,0.0006058179,0.00005175399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009469338,"about_ca_system_score_gemma":0.00107719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.938642,"about_ca_topic_score_gemma":0.999806,"domain_scores_codex":[0.9987385,0.0001320913,0.0002194257,0.0001129627,0.0004355541,0.0003615093],"domain_scores_gemma":[0.9988704,0.0000947734,0.00007219152,0.00005800459,0.0000215326,0.0008831358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004328076,0.0000167815,0.7860622,0.000001317808,0.00005057947,0.00007346316,0.001566755,0.000001042905,1.094706e-7,0.0007394705,0.1007714,0.1107124],"study_design_scores_gemma":[0.0008966792,0.000010551,0.5470153,0.00001643493,0.00000281445,0.000104766,0.0005650976,0.00004374501,1.637974e-7,0.00007558698,0.4512005,0.00006839239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9165375,0.0001969369,0.000004874328,0.03795307,0.001381119,0.00006458139,0.00001238871,0.000004479213,0.04384502],"genre_scores_gemma":[0.9903085,0.0001103048,0.00000430134,0.008841103,0.0005406131,0.000002239051,0.000003875449,0.000008179885,0.0001808862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.350429,"threshold_uncertainty_score":0.9956026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003155675359782387,"score_gpt":0.2105698012267208,"score_spread":0.2074141258669384,"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."}}