{"id":"W2033042908","doi":"10.1016/j.chiabu.2011.03.001","title":"Should child protection services respond differently to maltreatment, risk of maltreatment, and risk of harm?","year":2011,"lang":"en","type":"article","venue":"Child Abuse & Neglect","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; McGill University; University of Toronto","funders":"","keywords":"Neglect; Child abuse; Child protection; Child neglect; Harm; Poison control; Medicine; Suicide prevention; CLARITY; Psychiatry; Psychology; Injury prevention; Occupational safety and health; Environmental health; Social psychology; Nursing","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":[0.0001673219,0.0004859213,0.0006529636,0.0004236475,0.0002737841,0.00002454838,0.0003010635,0.0002348436,0.001012612],"category_scores_gemma":[0.00002437498,0.0003910744,0.0002469452,0.0004736244,0.0001153065,0.0001465838,0.00007051649,0.0004197293,0.0001296672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004668053,"about_ca_system_score_gemma":0.00001450066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004152878,"about_ca_topic_score_gemma":0.001286633,"domain_scores_codex":[0.9974911,0.0003634475,0.0006057061,0.0007955572,0.0002502317,0.0004939166],"domain_scores_gemma":[0.998054,0.0001000311,0.0005677337,0.0009624977,0.00008372959,0.000232063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007277962,0.004864218,0.8427507,0.0003062415,0.005183546,0.00006391283,0.08425131,0.00001273386,0.001336014,0.0008642317,0.000387133,0.05270198],"study_design_scores_gemma":[0.003729378,0.001823227,0.9681005,0.0003783946,0.000876806,0.00007360063,0.0005642762,0.000006269006,0.0224494,0.0002813225,0.001364851,0.0003519387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817847,0.001717332,0.00007543744,0.00009401805,0.0002803751,0.001596522,0.0003871871,0.0001153407,0.01394911],"genre_scores_gemma":[0.9967539,0.002135045,0.0002170031,0.0001123401,0.0001565947,0.0001489255,0.00002786841,0.0000747797,0.0003734965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1253498,"threshold_uncertainty_score":0.9999006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0318463353077174,"score_gpt":0.2710308347534696,"score_spread":0.2391844994457522,"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."}}