{"id":"W4379053024","doi":"10.3389/fpsyt.2023.1195440","title":"Understanding the roles of the healthcare and child welfare systems in promoting the safety and well-being of children","year":2023,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Welfare; Harm; Health care; Neglect; Referral; Nursing; Medicine; Psychology; Political science; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01112065,0.0003159145,0.0002630868,0.001456121,0.008310888,0.009825146,0.001334184,0.002311018,0.003279521],"category_scores_gemma":[0.01034646,0.0003845788,0.0003090123,0.001031663,0.01190824,0.006900567,0.007525239,0.002606575,0.0002532078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01325371,"about_ca_system_score_gemma":0.03733371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.159034,"about_ca_topic_score_gemma":0.1915463,"domain_scores_codex":[0.990249,0.006571047,0.0002193615,0.0003070213,0.0007227118,0.001931001],"domain_scores_gemma":[0.9901463,0.004659218,0.001842466,0.000200686,0.00126855,0.00188274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004525544,0.0001545465,0.1126767,0.001025239,0.00005817329,0.001469191,0.7313189,0.0004562146,0.0005776401,0.04520433,0.01052678,0.09648703],"study_design_scores_gemma":[0.000008691837,0.00007356732,0.06584091,0.002851189,0.00003944634,0.0004465415,0.8543977,0.000276346,0.0002301619,0.009132017,0.06666833,0.0000351706],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6995567,0.02860689,0.002897264,0.1908416,0.0003017976,0.0001253527,0.0001074878,0.00002956369,0.0775333],"genre_scores_gemma":[0.9850804,0.00969532,0.0009546264,0.002961919,0.00004355097,0.00004434806,0.00001682388,0.000005285812,0.001197663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.159034,"threshold_uncertainty_score":0.3162166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01356542656202057,"score_gpt":0.250076762518922,"score_spread":0.2365113359569015,"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."}}