{"id":"W2113222963","doi":"10.12927/hcq.2002.16759","title":"A Collaborative Evidence-Based Approach To Making Healthcare a Healthier Place to Work","year":2002,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Premise; Health care; Work (physics); Best practice; Adversarial system; Key (lock); Evidence-based practice; Public relations; Nursing; Medicine; Psychology; Alternative medicine; Computer science; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003303396,0.0006087854,0.001044965,0.0009197617,0.003082572,0.00006979652,0.000745218,0.0006732039,0.0005645962],"category_scores_gemma":[0.001023585,0.0005875634,0.000154438,0.004999312,0.00008597307,0.0003814392,0.00009582948,0.002386046,0.005630545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002420113,"about_ca_system_score_gemma":0.004718476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002928372,"about_ca_topic_score_gemma":0.002764781,"domain_scores_codex":[0.9867334,0.004644953,0.00195624,0.001522736,0.001825967,0.00331673],"domain_scores_gemma":[0.9891513,0.003362837,0.0004441246,0.001337574,0.002280649,0.003423516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01177265,0.001128895,0.1056275,0.01644174,0.00008205243,0.00008122022,0.170434,0.0004971106,0.00001523426,0.01956829,0.2845968,0.3897545],"study_design_scores_gemma":[0.008440197,0.02580892,0.3374969,0.02563716,0.00005880787,0.00002494439,0.05369555,0.006618925,0.000006936199,0.0008456163,0.5377508,0.003615237],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05525604,0.009146214,0.008685308,0.8860514,0.003084256,0.02637804,0.0006647268,0.0009559825,0.009778094],"genre_scores_gemma":[0.887975,0.00009416443,0.01345506,0.0889426,0.00133555,0.006266601,0.00006374605,0.000134126,0.001733123],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.832719,"threshold_uncertainty_score":0.9999155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1827254761016258,"score_gpt":0.4781306850986141,"score_spread":0.2954052089969882,"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."}}