{"id":"W4313561926","doi":"10.1186/s40621-022-00411-8","title":"Self-harm emergency department visits in Canada during the COVID-19 pandemic: evidence from a sentinel surveillance system","year":2023,"lang":"en","type":"article","venue":"Injury Epidemiology","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Medicine; Emergency department; 2019-20 coronavirus outbreak; Medical emergency; Harm; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Public health; Biostatistics; Epidemiology; Coronavirus Infections; Emergency medicine; Environmental health; Virology; Psychiatry; Infectious disease (medical specialty); Nursing; Outbreak; Pathology; Political science","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":[0.005552039,0.0006958075,0.0007061788,0.003328171,0.002310784,0.001906606,0.002804595,0.0008201821,0.001522838],"category_scores_gemma":[0.0265853,0.000750339,0.00141147,0.00826064,0.001353522,0.00104991,0.002028904,0.001378949,0.0001596756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03241418,"about_ca_system_score_gemma":0.06843946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9933478,"about_ca_topic_score_gemma":0.9946514,"domain_scores_codex":[0.993822,0.0008901779,0.0006311796,0.0007630123,0.002666931,0.001226615],"domain_scores_gemma":[0.9654534,0.003908813,0.008294397,0.001152052,0.01793271,0.003258627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001958028,0.00003195438,0.9880244,0.0004115464,0.000289109,0.00005808483,0.0007488845,0.0001553124,0.00003508327,0.0001362675,0.004068253,0.005845201],"study_design_scores_gemma":[0.00003580526,0.00004491778,0.9950119,0.0006852694,0.0002598037,0.00005942132,0.001379815,0.0006812754,0.00004483338,0.00004431359,0.001729174,0.00002349613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9210346,0.01520419,0.0006001901,0.00438694,0.0001938438,0.0003422704,0.04900372,0.00006147723,0.009172739],"genre_scores_gemma":[0.981154,0.005593219,0.0006252619,0.0009329716,0.00006580814,0.00008241383,0.01114844,0.00001810012,0.0003796114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03241418,"threshold_uncertainty_score":0.2351824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.112293821652178,"score_gpt":0.3892221839129177,"score_spread":0.2769283622607397,"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."}}