{"id":"W2999047733","doi":"10.1177/1524838019900559","title":"Child Maltreatment Fatality Review: Purposes, Processes, Outcomes, and Challenges","year":2020,"lang":"en","type":"review","venue":"Trauma Violence & Abuse","topic":"Homicide, Infanticide, and Child Abuse","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PsycINFO; Medicine; Poison control; Suicide prevention; MEDLINE; Inclusion (mineral); Occupational safety and health; Systematic review; Diversity (politics); Injury prevention; Family medicine; Psychology; Environmental health; Political science; Law","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"],"consensus_categories":[],"category_scores_codex":[0.001004731,0.001052869,0.003475529,0.0001360174,0.0007324988,0.0001822953,0.001262766,0.0005255736,0.0001662187],"category_scores_gemma":[0.000552945,0.000818383,0.0006161823,0.0006530436,0.0005933539,0.0004018354,0.0001184239,0.0007889177,0.0003130413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002707187,"about_ca_system_score_gemma":0.0007533914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000903503,"about_ca_topic_score_gemma":0.002235809,"domain_scores_codex":[0.9946733,0.0007434682,0.001300294,0.0014312,0.0008964401,0.0009552625],"domain_scores_gemma":[0.9969852,0.0004061902,0.0007986876,0.0009612695,0.0001620849,0.0006865865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004430583,0.000159829,0.0001276749,0.04413942,0.0002009611,0.00008186379,0.003190644,1.699199e-8,2.408519e-9,0.002407176,0.0002355078,0.9494525],"study_design_scores_gemma":[0.0002370409,0.00006625854,0.000197823,0.105282,0.001235281,0.00002993043,0.0004795087,1.433509e-7,3.932601e-7,0.00009899819,0.8915923,0.0007803719],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006429628,0.9890624,0.000002501676,0.001585656,0.0002697035,0.003323315,0.0002059887,0.0003383879,0.005147719],"genre_scores_gemma":[0.0001011694,0.9977713,0.00007919951,0.0008633038,0.0004596385,0.0003862785,0.0001342604,0.00009681327,0.0001080156],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9486721,"threshold_uncertainty_score":0.9994267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06844289955402183,"score_gpt":0.346400968825099,"score_spread":0.2779580692710772,"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."}}