{"id":"W2553848429","doi":"10.1539/joh.15-0253-fs","title":"Incidence and characteristics of needlestick injuries among medical trainees at a community teaching hospital: A cross-sectional study","year":2016,"lang":"en","type":"article","venue":"Journal of Occupational Health","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto East General Hospital; University of Toronto","funders":"","keywords":"Incidence (geometry); Cross-sectional study; Medicine; Emergency medicine; Teaching hospital; Family 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004865882,0.0001349787,0.000531936,0.0002520315,0.000446524,0.00001719349,0.0001192232,0.0001133066,0.00009116609],"category_scores_gemma":[0.006273599,0.00009141644,0.00009221083,0.00009799682,0.0003137616,0.0002566519,0.00008365014,0.0007988313,0.000001608919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004971901,"about_ca_system_score_gemma":0.001433397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006080542,"about_ca_topic_score_gemma":0.0002145665,"domain_scores_codex":[0.996523,0.000604589,0.001423819,0.0001147576,0.00111313,0.000220697],"domain_scores_gemma":[0.9955701,0.001533275,0.001215812,0.0001642281,0.001098268,0.000418353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00105503,0.0006468049,0.9909016,0.000219872,0.0000661122,0.00001465842,0.002428243,9.253822e-7,0.00003637311,0.000176175,0.00008889123,0.004365345],"study_design_scores_gemma":[0.002251386,0.00417452,0.9918662,0.0005660273,0.00002025617,0.0004130339,0.0004357591,0.0000528159,0.000007211205,0.00009801956,0.00004275224,0.00007202961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958924,0.00009300959,0.0009211351,0.002219351,0.0004316854,0.0003548643,0.00005323707,0.00001412786,0.00002018238],"genre_scores_gemma":[0.9985157,0.00005636223,0.0004181977,0.0004715165,0.0004760902,0.000007048825,0.000006909071,0.00001418625,0.00003400514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004293316,"threshold_uncertainty_score":0.7510538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04951694353219494,"score_gpt":0.4249810401468689,"score_spread":0.375464096614674,"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."}}