{"id":"W3106910941","doi":"10.1177/2516103220968842","title":"“Essential” services, risk, and child protection in the time of COVID-19: An opportunity to prioritize chronic need","year":2020,"lang":"en","type":"article","venue":"Developmental Child Welfare","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University; First Nations Health and Social Secretariat of Manitoba; Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Intervention (counseling); Psychology; Isolation (microbiology); Pandemic; Socioeconomic status; Unemployment; Political science; Economic growth; Medicine; Coronavirus disease 2019 (COVID-19); Public relations; Business; Developmental psychology; Environmental health; Psychiatry; Economics; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01140526,0.0005243641,0.000742464,0.0007441935,0.01071113,0.01019623,0.002768054,0.01954856,0.004386621],"category_scores_gemma":[0.03110803,0.0004606408,0.0009779442,0.0007090204,0.02340791,0.01432087,0.008790407,0.03254529,0.0004394056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01477516,"about_ca_system_score_gemma":0.02374831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04380563,"about_ca_topic_score_gemma":0.1071465,"domain_scores_codex":[0.9892448,0.006877546,0.000483776,0.0006992573,0.0009700799,0.001724577],"domain_scores_gemma":[0.9744585,0.01845784,0.001294153,0.0004418361,0.002064371,0.003283273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000120697,0.00007445813,0.00277993,0.001447802,0.00004584499,0.002347222,0.1359997,0.0003294411,0.0005515348,0.2974462,0.5135924,0.04526477],"study_design_scores_gemma":[0.00002771593,0.00007951557,0.003138937,0.005006956,0.00003700651,0.0008560331,0.1463848,0.0002798732,0.0003142635,0.08284909,0.7608807,0.0001450849],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002859822,0.008610859,0.000570994,0.975346,0.007307316,0.00001378007,0.00001792696,0.00001062522,0.005262786],"genre_scores_gemma":[0.1912911,0.02711974,0.00210062,0.7538763,0.01785986,0.0001459268,0.00003833356,0.0001086605,0.007459475],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04380563,"threshold_uncertainty_score":0.1072018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02031675791576929,"score_gpt":0.2654959551738172,"score_spread":0.2451791972580479,"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."}}