{"id":"W2989793201","doi":"10.1177/0886260519889941","title":"Caregiver Vulnerabilities Associated With the Perpetration of Substantiated Child Maltreatment in Canada: Examining the Canadian Incidence Study of Reported Child Abuse and Neglect (CIS) 2008","year":2019,"lang":"en","type":"article","venue":"Journal of Interpersonal Violence","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Manitoba","funders":"Canadian Institutes of Health Research; Research Manitoba","keywords":"Child abuse; Neglect; Poison control; Mental health; Physical abuse; Psychiatry; Suicide prevention; Psychological abuse; Injury prevention; Domestic violence; Medicine; Psychology; Occupational safety and health; Harm; Child protection; Clinical psychology; Medical emergency; Social psychology; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.000515344,0.0001591094,0.0003529175,0.0001492501,0.0001225172,0.00001817432,0.0002574324,0.00004959918,0.0001283121],"category_scores_gemma":[0.00007264232,0.00008803822,0.00004354221,0.0003050157,0.0001181785,0.0001188383,0.00001281208,0.0004795321,4.392879e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004747022,"about_ca_system_score_gemma":0.0007354195,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9245418,"about_ca_topic_score_gemma":0.9965895,"domain_scores_codex":[0.9982963,0.0002813539,0.0005762216,0.0001892398,0.0004356791,0.0002211876],"domain_scores_gemma":[0.9983266,0.0003341308,0.0007387714,0.0002395982,0.0002873687,0.00007351079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004900476,0.0002271921,0.9270123,0.000009610905,0.0005733398,0.0002562616,0.07022688,0.0004078357,0.00004632068,0.00003144306,0.00006983279,0.0006489177],"study_design_scores_gemma":[0.00131469,0.001220299,0.9220137,0.001140189,0.00008113753,0.0003592384,0.07360665,0.00008495682,0.00007996955,0.000002728792,0.000006928149,0.00008953537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977837,0.0008714409,0.000001385515,0.0002653312,0.0001526338,0.0003571069,0.00001582805,0.000002019852,0.0005505334],"genre_scores_gemma":[0.999735,0.00007135585,0.000002268225,0.0001312017,0.00002189839,0.000005110985,0.000001788376,0.0000109666,0.00002044116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07204775,"threshold_uncertainty_score":0.3590094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01622936808936202,"score_gpt":0.2400728118810756,"score_spread":0.2238434437917136,"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."}}