{"id":"W1991800393","doi":"10.1186/s12913-015-0798-z","title":"Trends in needlestick injury incidence following regulatory change in Ontario, Canada (2004–2012): an observational study","year":2015,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Observational study; Environmental health; Needlestick injury; Public health; Health care; Incidence (geometry); Population; Occupational safety and health; Health administration; Emergency department; Medical emergency; Emergency medicine; Family medicine; Nursing; Economic growth","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007651798,0.0002192426,0.0005868899,0.001307372,0.0002146422,0.00003941654,0.0003251519,0.0001653307,0.000132682],"category_scores_gemma":[0.0001745039,0.0002253036,0.00004022667,0.002197748,0.00003394931,0.0007069997,0.0001522923,0.00138545,0.0000126517],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009897283,"about_ca_system_score_gemma":0.0239815,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9983334,"about_ca_topic_score_gemma":0.9999214,"domain_scores_codex":[0.9934291,0.001449645,0.0009358185,0.0006342168,0.002329347,0.001221877],"domain_scores_gemma":[0.9969101,0.0003352962,0.0001339773,0.0007347264,0.000796547,0.001089342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004556044,0.0003883772,0.9815047,0.0003665601,0.000007777635,0.0001179167,0.01307363,0.00006850178,0.000003147584,0.00002927585,0.0001728168,0.003811642],"study_design_scores_gemma":[0.002479944,0.001368599,0.981371,0.0004765765,0.000003992761,0.00001006339,0.009292047,0.002960502,0.000001306864,0.00003601693,0.001850458,0.0001495354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946576,0.0007932503,0.000001602305,0.001757549,0.0005660727,0.001957002,0.000008059679,0.00003993277,0.0002189702],"genre_scores_gemma":[0.9947193,0.000005843319,0.0002542757,0.003494276,0.0003440276,0.0005409998,0.0001167736,0.00003828568,0.0004862176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01408422,"threshold_uncertainty_score":0.9939035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.345100784021676,"score_gpt":0.4985542432095126,"score_spread":0.1534534591878366,"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."}}