{"id":"W3031508710","doi":"10.1177/1077559520923757","title":"Young Children and Ongoing Child Welfare Services: A Multilevel Examination of Clinical and Worker Characteristics","year":2020,"lang":"en","type":"article","venue":"Child Maltreatment","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Windsor; University of Toronto","funders":"","keywords":"Welfare; Neglect; Poison control; Child abuse; Human factors and ergonomics; Occupational safety and health; Suicide prevention; Injury prevention; Medicine; Psychology; Developmental psychology; Nursing; Environmental health; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001577915,0.0002448231,0.0004531005,0.00005172555,0.000178388,0.00003096919,0.00009899861,0.0001499912,0.0002206405],"category_scores_gemma":[0.00002113448,0.0002111504,0.00008619247,0.00008469458,0.00009636955,0.00007725858,0.00008825456,0.0002193416,0.0000280907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001018061,"about_ca_system_score_gemma":0.000005254093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009823973,"about_ca_topic_score_gemma":0.0000340006,"domain_scores_codex":[0.9984491,0.000108459,0.0005312453,0.0005520589,0.0001363599,0.0002228164],"domain_scores_gemma":[0.9992024,0.00006365983,0.0002278543,0.0002656026,0.00003641186,0.0002040607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001534186,0.0005330056,0.7829572,0.00005948804,0.0004742096,0.00002815161,0.007962091,3.971928e-7,0.00000235744,0.00155191,0.00002441128,0.2062534],"study_design_scores_gemma":[0.003117778,0.0002455995,0.9949438,0.0001600798,0.0001771881,0.00008707237,0.0003435988,0.00006465641,0.00002983086,0.000005990731,0.0006470591,0.0001773607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891633,0.001007995,0.00002347399,0.00167672,0.000172168,0.0005278456,0.0001404622,0.0000602683,0.007227767],"genre_scores_gemma":[0.9983113,0.0003687,0.000198316,0.0005391031,0.0003407134,0.0000195248,0.0001457706,0.00003217696,0.00004436227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2119866,"threshold_uncertainty_score":0.8610463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02929248549017318,"score_gpt":0.3000274709408883,"score_spread":0.2707349854507152,"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."}}