{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2378165,0.002101214,0.003635704,0.0130429,0.00979183,0.02406915,0.01071202,0.01798353,0.00799551],"category_scores_gemma":[0.2617652,0.001634644,0.004270265,0.005777759,0.01370225,0.01802189,0.03922087,0.01876679,0.00180797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01410464,"about_ca_system_score_gemma":0.1039784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005954997,"about_ca_topic_score_gemma":0.01212669,"domain_scores_codex":[0.6718147,0.247605,0.01849629,0.01064761,0.04564905,0.005787313],"domain_scores_gemma":[0.7431736,0.1503226,0.01556362,0.01960314,0.03247279,0.0388643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008803355,0.004478385,0.004597284,0.02207467,0.00400819,0.001073173,0.01827562,0.006103873,0.001082345,0.1466814,0.1034742,0.6872705],"study_design_scores_gemma":[0.004981579,0.004662278,0.008864962,0.05911322,0.002271642,0.00107258,0.02406204,0.004149056,0.001615981,0.519017,0.3695417,0.0006478842],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01120596,0.03358433,0.1334529,0.7398499,0.009874654,0.007476744,0.0001779828,0.0004491699,0.06392843],"genre_scores_gemma":[0.2818464,0.04081044,0.5508417,0.1006773,0.005606859,0.01138744,0.0003264548,0.0001721765,0.008331405],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2378165,"threshold_uncertainty_score":0.939908,"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."}}