{"id":"W4408287023","doi":"10.1016/j.chipro.2025.100130","title":"Parental histories of childhood maltreatment and placement outcomes of children involved with child protective services","year":2025,"lang":"en","type":"article","venue":"Child Protection and Practice","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Collège de Maisonneuve; McGill University","funders":"Fonds de Recherche du Québec - Santé; Social Sciences and Humanities Research Council of Canada; McGill University","keywords":"Developmental psychology; Psychology; Child neglect; Child abuse; Medicine; Injury prevention; Medical emergency; Poison control","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":[0.0002525694,0.0002485901,0.0003797292,0.0001809051,0.0002658197,0.00002597871,0.00008351318,0.0001115184,0.00007695942],"category_scores_gemma":[0.00005178404,0.0001919603,0.00005223926,0.0002481838,0.0001544957,0.0002505248,0.00006024001,0.0002957431,0.000002327021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004129322,"about_ca_system_score_gemma":0.00002980393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001131512,"about_ca_topic_score_gemma":0.0002658508,"domain_scores_codex":[0.9986818,0.0002131252,0.0003322465,0.0004231645,0.0001754205,0.0001742393],"domain_scores_gemma":[0.9990104,0.000142144,0.0004001288,0.000293213,0.000095602,0.00005848902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01679882,0.009684658,0.7601253,0.001278003,0.01386754,0.0000204217,0.07588506,0.0000388492,0.0002331394,0.04138811,0.0001808232,0.08049927],"study_design_scores_gemma":[0.004679559,0.00115224,0.9796769,0.0002641452,0.0004586487,0.0001903744,0.007770788,0.000002347598,0.002089053,0.0001428372,0.003342267,0.0002308621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9509733,0.003753803,0.0002859443,0.005740864,0.0003096809,0.003573357,0.00005869299,0.00008878768,0.03521559],"genre_scores_gemma":[0.9988715,0.0001135358,0.0002277823,0.0003228794,0.00003788047,0.0002232364,0.00001411258,0.00001662973,0.0001724162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2195516,"threshold_uncertainty_score":0.7827915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147453515688068,"score_gpt":0.2747633199314526,"score_spread":0.2632887847745719,"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."}}