{"id":"W3150427516","doi":"10.1503/cjs.006321","title":"The Canadian-specific impact of COVID-19 on severe injuries from intentional violence, unintentional trauma and suicide-related causes","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Misinformation; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Confusion; Pandemic; Suicide prevention; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Poison control; Occupational safety and health; Injury prevention; Human factors and ergonomics; Medical emergency; Coronavirus Infections; Psychiatry; Disease; Outbreak; Virology; Computer security; Infectious disease (medical specialty); Psychoanalysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001597318,0.000589429,0.0004948442,0.00312971,0.008194828,0.003839646,0.00121682,0.001219611,0.01501448],"category_scores_gemma":[0.009173444,0.0003558126,0.001639305,0.005415112,0.002022277,0.00117997,0.004027335,0.004191473,0.0007122923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06903289,"about_ca_system_score_gemma":0.1672329,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9925115,"about_ca_topic_score_gemma":0.9972452,"domain_scores_codex":[0.9957431,0.0002756186,0.000188921,0.0002043709,0.002028065,0.001559939],"domain_scores_gemma":[0.9898225,0.0004054894,0.0009549275,0.000185634,0.00578658,0.00284489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003418543,0.0001508137,0.4966749,0.001324999,0.0008032377,0.001316316,0.0090765,0.001099571,0.0005461029,0.02725394,0.2973949,0.1640169],"study_design_scores_gemma":[0.00003154721,0.0001300488,0.7318883,0.002771644,0.0004174257,0.001020818,0.02557747,0.0005483704,0.0003672044,0.004484049,0.232486,0.0002770388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3145424,0.04243482,0.001480293,0.2709735,0.006608997,0.0002821953,0.04500155,0.0002696635,0.3184066],"genre_scores_gemma":[0.9093284,0.0397089,0.001938192,0.02633833,0.001003088,0.00005335382,0.007759844,0.0000935522,0.01377633],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06903289,"threshold_uncertainty_score":0.5008709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0942949591733218,"score_gpt":0.3529163556954887,"score_spread":0.2586213965221669,"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."}}