{"id":"W4388730566","doi":"10.1186/s40621-023-00472-3","title":"Pivoting injury prevention efforts during a pandemic: results of an international survey","year":2023,"lang":"en","type":"article","venue":"Injury Epidemiology","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fanshawe College; Children’s Health Research Institute; London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"","keywords":"Staffing; Pandemic; Medicine; Population; Injury prevention; Coronavirus disease 2019 (COVID-19); Occupational safety and health; Family medicine; Public health; Medical emergency; Poison control; Environmental health; Emergency medicine; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002585746,0.0003576317,0.0001904427,0.00102137,0.0005024085,0.000818096,0.0004719183,0.0007596,0.001062118],"category_scores_gemma":[0.00536311,0.0003280994,0.0004659093,0.001334438,0.0005854124,0.001080607,0.001232406,0.0009740642,0.000379305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006434323,"about_ca_system_score_gemma":0.0009728961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02355142,"about_ca_topic_score_gemma":0.017189,"domain_scores_codex":[0.9985977,0.000484656,0.0002405857,0.0001600276,0.0002158532,0.0003012267],"domain_scores_gemma":[0.994586,0.0007443749,0.002429475,0.0003395024,0.001114236,0.0007864067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003392539,0.00009715073,0.9944285,0.0000279295,0.00002104722,0.00003056517,0.001602419,0.00004268756,0.0001001332,0.00001246583,0.0004799842,0.003123307],"study_design_scores_gemma":[0.00000327937,0.0001319978,0.9928597,0.00002620984,0.000008051459,0.00005724166,0.006289453,0.00007594419,0.00004001554,0.00000575929,0.0004965493,0.000005859567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962679,0.0001540523,0.0001721475,0.0003559528,0.00001569299,0.00009144044,0.001264576,0.000009697153,0.001668691],"genre_scores_gemma":[0.9975853,0.0003319004,0.0001957902,0.0003703386,0.00001575503,0.00008544964,0.001094356,0.000006265557,0.0003149117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02355142,"threshold_uncertainty_score":0.04682863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0958485100717479,"score_gpt":0.4331629506165872,"score_spread":0.3373144405448393,"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."}}