{"id":"W1983293156","doi":"10.1016/s0140-6736(08)61708-0","title":"Interventions to prevent child maltreatment and associated impairment","year":2008,"lang":"en","type":"article","venue":"The Lancet","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":655,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; McMaster University","funders":"National Institute of Mental Health","keywords":"Neglect; Psychological intervention; Child abuse; Medicine; Intervention (counseling); Sexual abuse; Physical abuse; Mental health; Domestic violence; Population; Psychiatry; Psychological abuse; Poison control; Clinical psychology; Suicide prevention; Medical emergency; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001052349,0.0005905773,0.0007738257,0.001236721,0.001165881,0.001036519,0.0008915315,0.002905348,0.01668051],"category_scores_gemma":[0.01046543,0.0002978818,0.0006870208,0.0009080344,0.001282239,0.0007653513,0.001860714,0.003299285,0.001030916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002333556,"about_ca_system_score_gemma":0.004787864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009280193,"about_ca_topic_score_gemma":0.02230828,"domain_scores_codex":[0.9989569,0.0003753784,0.00004225301,0.00007691709,0.0002078394,0.0003407505],"domain_scores_gemma":[0.9965193,0.0015832,0.0006923447,0.0001582714,0.0002748331,0.0007719367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00067616,0.003751345,0.02192513,0.004378057,0.0005726534,0.0009067604,0.0006762909,0.001134459,0.0006692309,0.02858655,0.1069395,0.8297839],"study_design_scores_gemma":[0.00454745,0.004970083,0.4358414,0.03820063,0.002232076,0.006754906,0.008441116,0.001991247,0.002403343,0.1380456,0.3564005,0.0001715784],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1080164,0.3583879,0.003584298,0.3392487,0.0105184,0.0003924147,0.000843222,0.0002170209,0.1787918],"genre_scores_gemma":[0.6268827,0.301551,0.004434593,0.04207474,0.006740763,0.0006895498,0.0005304833,0.00004274629,0.01705346],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01668051,"threshold_uncertainty_score":0.05580187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04535095563057225,"score_gpt":0.326354195190212,"score_spread":0.2810032395596398,"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."}}