{"id":"W2117178441","doi":"10.1093/occmed/kqu152","title":"Effectiveness of safety-engineered devices in reducing sharp object injuries","year":2014,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Rate ratio; Medicine; Health care; Poisson regression; Confidence interval; Occupational safety and health; Odds ratio; Emergency medicine; Patient safety; Occupational injury; Incidence (geometry); Injury prevention; Medical emergency; Poison control; Environmental health; Internal medicine; Population; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001876899,0.0001556023,0.0005634908,0.0004267596,0.00005368361,0.00000257482,0.00006585589,0.0001063256,0.0002080206],"category_scores_gemma":[0.003722852,0.0001266596,0.00005165852,0.0004755456,0.0001175007,0.00008654574,0.00001830034,0.0002554996,0.00001090904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001661818,"about_ca_system_score_gemma":0.0001875909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006947499,"about_ca_topic_score_gemma":0.00005738677,"domain_scores_codex":[0.9982371,0.0003074616,0.000574088,0.0002524982,0.0004270914,0.0002017284],"domain_scores_gemma":[0.9972002,0.00187273,0.0001496414,0.0002399409,0.0004355558,0.0001019653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005207687,0.0001937516,0.9291156,0.004562026,0.0001234129,0.000009975874,0.0008163937,0.001352635,0.02409116,0.01881148,0.0002699897,0.01544587],"study_design_scores_gemma":[0.003385937,0.000716466,0.9869508,0.002645164,0.00004681735,0.00002084377,0.00006311526,0.002280505,0.002638474,0.0003554806,0.0007961284,0.0001003387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846991,0.0005863822,0.004674873,0.002251135,0.0007596834,0.0008402126,0.00001688788,0.00008121966,0.006090453],"genre_scores_gemma":[0.998416,0.0000175224,0.0005857382,0.0002806202,0.0004494581,0.00005251723,0.0001352236,0.00001949308,0.00004340005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05783511,"threshold_uncertainty_score":0.516503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01845783932089051,"score_gpt":0.3379935143979516,"score_spread":0.3195356750770611,"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."}}