{"id":"W2132639678","doi":"10.1002/car.2276","title":"Child Death Review Processes: A Six‐Country Comparison","year":2013,"lang":"en","type":"review","venue":"Child Abuse Review","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Maternal and Child Health Bureau; Leverhulme Trust","keywords":"Legislation; Data collection; Function (biology); Political science; Public relations; Psychology; Medicine; Sociology; Law; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002018913,0.00166434,0.015719,0.0001797992,0.001653296,0.00006283491,0.001672947,0.001163704,0.004228231],"category_scores_gemma":[0.001324862,0.00112438,0.001412193,0.002085223,0.0001145016,0.0003227271,0.0003247828,0.004187942,0.01215252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004231913,"about_ca_system_score_gemma":0.001507492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000148122,"about_ca_topic_score_gemma":0.0003372517,"domain_scores_codex":[0.988799,0.002690184,0.004802449,0.001349807,0.0008675754,0.001490954],"domain_scores_gemma":[0.9921853,0.00086729,0.003668075,0.001968338,0.0007123988,0.0005986149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[3.446967e-7,0.00008685246,0.00002238116,0.6076664,0.0001545543,0.000006202505,0.0004006537,3.555322e-9,1.541695e-10,0.0003605819,0.01126404,0.3800381],"study_design_scores_gemma":[0.00008906452,0.00001385363,0.000001909826,0.4912334,0.002555248,0.000004927007,0.0001092469,5.432744e-8,3.29384e-9,0.000006742991,0.5053983,0.0005872783],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.175622e-7,0.94928,0.000004907201,0.000437375,0.00086959,0.01729002,0.0001808268,0.0003876327,0.03154944],"genre_scores_gemma":[0.000001042837,0.9830021,0.00005655255,0.00491948,0.001954136,0.007415503,0.001447371,0.0003370912,0.0008667326],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4941342,"threshold_uncertainty_score":0.9996464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1218715669446443,"score_gpt":0.4761362720079763,"score_spread":0.3542647050633321,"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."}}