{"id":"W3083574020","doi":"10.1016/j.chiabu.2020.104706","title":"Screening for economic hardship for child welfare-involved families during the COVID-19 pandemic: A rapid partnership response","year":2020,"lang":"en","type":"article","venue":"Child Abuse & Neglect","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Aid Society; McGill University; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Pandemic; General partnership; Welfare; Government (linguistics); Population; Economic growth; Intervention (counseling); Neglect; Psychology; Political science; Environmental health; Public relations; Medicine; Disease; Economics; Psychiatry; Coronavirus disease 2019 (COVID-19)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007961365,0.0005674142,0.0006534491,0.000186733,0.001939351,0.0001804732,0.0008601825,0.0002826786,0.0008059009],"category_scores_gemma":[0.000592208,0.0004676424,0.0007036059,0.0002377272,0.00022199,0.0001831294,0.00007884506,0.000595002,0.0001408892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001715771,"about_ca_system_score_gemma":0.00009363267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000694293,"about_ca_topic_score_gemma":0.0004362354,"domain_scores_codex":[0.9964697,0.0004551019,0.0006889867,0.001162103,0.0001821735,0.001041945],"domain_scores_gemma":[0.9964544,0.00177164,0.0002979091,0.0008945388,0.00003937349,0.0005421559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2626161,0.00145326,0.123545,0.002344025,0.009200939,0.000276231,0.3391685,0.005019512,0.002576054,0.02807102,0.1796864,0.04604285],"study_design_scores_gemma":[0.0142168,0.0007529164,0.05592227,0.0001153422,0.0002773996,0.000156831,0.004408124,0.0002882972,0.0008596029,0.0001639704,0.921863,0.0009754297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9357562,0.003219913,0.00223622,0.04940595,0.0006727963,0.004047475,0.0004901001,0.0008759139,0.003295403],"genre_scores_gemma":[0.9801378,0.0002141194,0.0001817962,0.01619831,0.001926645,0.0008258405,0.0001215253,0.0001618429,0.0002321691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7421766,"threshold_uncertainty_score":0.9997776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08737413224036672,"score_gpt":0.3262489614943523,"score_spread":0.2388748292539856,"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."}}