{"id":"W2805955124","doi":"10.1542/peds.2018-0577","title":"Understanding the Intergenerational Cycle of Child Protective Service Involvement","year":2018,"lang":"en","type":"letter","venue":"PEDIATRICS","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Foster care; Population; Family medicine; Health care; Pediatrics; Emergency department; Gerontology; Psychiatry; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.0004845271,0.000118626,0.00012429,0.00009227017,0.0006985435,0.00006363228,0.0003075119,0.0002871298,0.0001725489],"category_scores_gemma":[0.00008908693,0.00009270583,0.00008276087,0.0004294896,0.0001206664,0.0000895648,0.00007445931,0.0005396135,0.00002440742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003106052,"about_ca_system_score_gemma":0.000204585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008685376,"about_ca_topic_score_gemma":0.001985367,"domain_scores_codex":[0.9985968,0.0001640846,0.0002091402,0.0001954255,0.0006296138,0.0002049714],"domain_scores_gemma":[0.9992367,0.0001275091,0.0002436551,0.0001596204,0.0002073568,0.00002515439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003944714,0.00001959344,0.000214026,0.00007539324,0.00002549348,0.000001717731,0.008964457,0.00003003073,8.240023e-7,0.004199605,0.9864083,0.00005660114],"study_design_scores_gemma":[0.0001359821,0.00004223511,0.000179444,0.00003908476,0.0001031272,6.038556e-7,0.002212103,0.00006107854,0.00001050269,0.01422987,0.9827616,0.0002244157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006631135,0.0001404991,0.005183165,0.9741526,0.001212175,0.0006558493,0.00006616843,0.00003968801,0.01788674],"genre_scores_gemma":[0.107091,0.0006373762,0.000184053,0.8037422,0.08689032,0.00008844415,0.0003862954,0.0000558572,0.0009244764],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1704104,"threshold_uncertainty_score":0.5372702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06925973282985416,"score_gpt":0.2788767838760715,"score_spread":0.2096170510462173,"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."}}