{"id":"W3185740858","doi":"10.1177/2327857921101249","title":"Focusing the Safety Spotlight: How Safety Intelligence Can Inform Systemic Patient Safety Initiatives","year":2021,"lang":"en","type":"article","venue":"Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; CARE Canada","funders":"","keywords":"Patient safety; Liability; Panel discussion; Work (physics); Health care; Occupational safety and health; Medicine; Public relations; Business; Engineering; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1125357,0.001455012,0.00111835,0.005417187,0.01226169,0.03969363,0.003305659,0.01389346,0.01036491],"category_scores_gemma":[0.09295702,0.001235126,0.001626012,0.003554255,0.02540755,0.04082691,0.0202556,0.01945404,0.002090845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01101524,"about_ca_system_score_gemma":0.02197254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007377078,"about_ca_topic_score_gemma":0.01357245,"domain_scores_codex":[0.9311725,0.05620272,0.001646284,0.00255298,0.005153429,0.003272141],"domain_scores_gemma":[0.8363081,0.1345513,0.002907498,0.003991288,0.01556433,0.006677441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002162017,0.0002266225,0.005498346,0.001714889,0.0001904167,0.0006159702,0.1024121,0.002099346,0.001091097,0.3656546,0.2845117,0.2357687],"study_design_scores_gemma":[0.00006872461,0.0002079486,0.001980701,0.003248297,0.0001093569,0.0001600506,0.09399112,0.002380521,0.001435798,0.3646148,0.5315989,0.0002037576],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004846095,0.006099825,0.02568964,0.9258366,0.003833452,0.0001442148,0.00008380011,0.0001691184,0.03329725],"genre_scores_gemma":[0.6042567,0.02996418,0.0741645,0.2598006,0.0081281,0.0009429115,0.0003266429,0.0004628446,0.02195343],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1125357,"threshold_uncertainty_score":0.5951528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04940320350633516,"score_gpt":0.34900489940374,"score_spread":0.2996016958974048,"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."}}