{"id":"W4235079942","doi":"10.21203/rs.2.14661/v2","title":"Sentinel surveillance of child maltreatment cases presenting to Canadian emergency departments","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal; Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Emergency department; Medical emergency; Medicine; Psychiatry","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":[0.0007612587,0.0005257276,0.0002922066,0.003184897,0.002694619,0.00101635,0.001612078,0.0005639392,0.004853703],"category_scores_gemma":[0.005196346,0.0004167912,0.0003450461,0.002837732,0.0004529899,0.0004304574,0.001214082,0.0007228429,0.0004113631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01897911,"about_ca_system_score_gemma":0.04199702,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9825802,"about_ca_topic_score_gemma":0.9910946,"domain_scores_codex":[0.9988713,0.00007700737,0.00005401208,0.00008993823,0.0003175729,0.0005901621],"domain_scores_gemma":[0.9965661,0.0002168073,0.0004971153,0.0000709165,0.001724453,0.0009246013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000194816,0.00015627,0.9451476,0.0001511873,0.00003551029,0.0007657019,0.002626043,0.000380519,0.001346688,0.0003136267,0.02051928,0.02836277],"study_design_scores_gemma":[0.00002086322,0.00008089432,0.9823152,0.000136437,0.00002704137,0.0005293184,0.008660476,0.001330639,0.0004620206,0.00008954834,0.006323739,0.00002385582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97639,0.000857054,0.0003642394,0.001665944,0.000084614,0.000327712,0.008782406,0.00007695851,0.01145101],"genre_scores_gemma":[0.9915065,0.001194222,0.001186625,0.0003370444,0.00003887033,0.00007085814,0.003035005,0.00001551471,0.002615293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01897911,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08112914132184015,"score_gpt":0.4168570164523231,"score_spread":0.335727875130483,"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."}}