{"id":"W1551245611","doi":"","title":"Healthy Workers and Safe Patients: The Role of Management Policy and Practice","year":2015,"lang":"en","type":"article","venue":"Health professional student journal","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Occupational safety and health; Patient safety; Upstream (networking); Public health; Nursing; Medicine; Business; Health care; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005596151,0.0001555811,0.0002913492,0.0001690807,0.001868303,0.000003999568,0.0002168673,0.000106051,0.00003608376],"category_scores_gemma":[0.0009698811,0.00009656497,0.00003171255,0.0002617614,0.0001518636,0.0002368046,0.0003590903,0.001028548,0.00002297148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004824597,"about_ca_system_score_gemma":0.001831947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001981234,"about_ca_topic_score_gemma":0.00002937742,"domain_scores_codex":[0.9945089,0.002575725,0.001044653,0.000206939,0.001095264,0.0005685107],"domain_scores_gemma":[0.9959996,0.001014266,0.001497934,0.0001886888,0.0004817231,0.0008177407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001384145,0.0007451435,0.8940123,0.0003253556,0.0001103895,0.000002619246,0.03942858,0.00001304113,6.355011e-7,0.01405603,0.02253915,0.02738264],"study_design_scores_gemma":[0.00222788,0.0003228898,0.5323127,0.0004829306,0.00001742332,0.00001294464,0.07569176,0.000006627352,9.925537e-8,0.0009940272,0.3878645,0.00006626167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6115361,0.009663878,0.0005082338,0.3309844,0.004559056,0.004736116,0.00003390634,0.00005095787,0.03792733],"genre_scores_gemma":[0.9471231,0.0049711,0.001748432,0.04379582,0.0006795889,0.0001514615,0.00001669734,0.0000269939,0.001486774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3653254,"threshold_uncertainty_score":0.9994311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07406454330909795,"score_gpt":0.5104668673048507,"score_spread":0.4364023239957527,"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."}}