{"id":"W4362698085","doi":"10.1016/j.chiabu.2023.106186","title":"Hospitalization for child maltreatment and other types of injury during the COVID-19 pandemic","year":2023,"lang":"en","type":"article","venue":"Child Abuse & Neglect","topic":"Child Abuse and Related Trauma","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Héma-Québec; Université de Montréal; McGill University; Université de Sherbrooke; Centre Hospitalier Universitaire Sainte-Justine","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Medicine; Injury prevention; Poison control; Pandemic; Occupational safety and health; Suicide prevention; Human factors and ergonomics; Medical emergency; Coronavirus disease 2019 (COVID-19); Child abuse; Emergency medicine; Pediatrics; Internal medicine; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008850679,0.0001540425,0.0002320309,0.0001324588,0.0002641897,0.00001306386,0.00006820141,0.00010544,0.00004363744],"category_scores_gemma":[0.00007692822,0.00009499163,0.0001062128,0.0003349279,0.00008773629,0.00003493077,0.00002046548,0.0001387858,0.00001407615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005492109,"about_ca_system_score_gemma":0.00003524281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003391584,"about_ca_topic_score_gemma":0.00002535322,"domain_scores_codex":[0.9991691,0.00002507438,0.0002168302,0.0002447888,0.0001328904,0.0002113832],"domain_scores_gemma":[0.9994285,0.00009001429,0.00008540923,0.0002603075,0.00002874398,0.0001070846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002743409,0.0008882131,0.9256358,0.002150315,0.002834928,0.00006629094,0.0330702,0.001120237,0.009127689,0.002172977,0.01021671,0.009973287],"study_design_scores_gemma":[0.01901375,0.001991991,0.7660971,0.002202347,0.001665261,0.001086003,0.0009162996,0.0008263644,0.01925319,0.0009705853,0.1850849,0.0008921591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935178,0.002250301,0.00003264029,0.002193516,0.000106469,0.0009628613,0.00003977865,0.0001832933,0.000713309],"genre_scores_gemma":[0.9941947,0.003554858,0.00001635331,0.001530008,0.0002029177,0.00004260156,0.00004184225,0.00004149529,0.0003751575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1748682,"threshold_uncertainty_score":0.3873646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01666437483344302,"score_gpt":0.2805085569570611,"score_spread":0.2638441821236181,"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."}}