{"id":"W4396745945","doi":"10.1177/10775595241253785","title":"Introduction: COVID-19 Related Professional Challenges, Innovations, and Implications for Child Maltreatment Victims","year":2024,"lang":"en","type":"article","venue":"Child Maltreatment","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Child abuse; Poison control; Suicide prevention; Human factors and ergonomics; 2019-20 coronavirus outbreak; Injury prevention; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Occupational safety and health; Psychology; Medicine; Criminology; Medical emergency; Virology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01210086,0.00121565,0.001694915,0.002757516,0.007309484,0.009003812,0.004213175,0.02637708,0.02232736],"category_scores_gemma":[0.07615684,0.0008453038,0.001988219,0.001862193,0.006095184,0.006160855,0.005706584,0.02773292,0.005549338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007642108,"about_ca_system_score_gemma":0.01516099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01129505,"about_ca_topic_score_gemma":0.02027562,"domain_scores_codex":[0.987951,0.003356359,0.001811409,0.001313965,0.004296502,0.001270751],"domain_scores_gemma":[0.9124807,0.05468264,0.005856663,0.001184814,0.02137432,0.004420985],"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":[0.000008879681,0.000006776947,0.00009033604,0.0003196213,0.000005424221,0.0001224937,0.0004414864,0.00001741857,0.00003589202,0.001985481,0.9900058,0.006960519],"study_design_scores_gemma":[0.00001106276,0.00002884836,0.0006349504,0.003344641,0.00002218986,0.0004549681,0.001222688,0.00005253069,0.00006319676,0.002902701,0.9912265,0.00003590504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002399241,0.01250876,0.0003015925,0.6849895,0.2964172,0.00004552255,0.0001591952,0.00004357177,0.005294805],"genre_scores_gemma":[0.004234111,0.02163305,0.0009075447,0.5659938,0.3937481,0.0001917832,0.0002300185,0.0001207164,0.01294085],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02637708,"threshold_uncertainty_score":0.07469249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03588240287490997,"score_gpt":0.3387113739122861,"score_spread":0.3028289710373761,"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."}}