{"id":"W4399463272","doi":"10.12927/hcq.2024.27327","title":"Refocusing on Patient Safety","year":2024,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Harm; BATES; Patient safety; Medicine; Best practice; Intervention (counseling); Nursing; Quality management; Adverse effect; Medical emergency; Family medicine; Health care; Psychology; Operations management; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.07926866,0.001590248,0.001550843,0.004043624,0.01027827,0.01750415,0.004393442,0.01666076,0.02382984],"category_scores_gemma":[0.168646,0.0008813206,0.002109807,0.001852048,0.02493303,0.02465663,0.03195248,0.03607247,0.009657716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01514544,"about_ca_system_score_gemma":0.07186459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008614399,"about_ca_topic_score_gemma":0.009944294,"domain_scores_codex":[0.9201049,0.03653999,0.00362779,0.005581704,0.02694732,0.007198296],"domain_scores_gemma":[0.764095,0.085408,0.01093617,0.02260434,0.05168056,0.06527596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000743851,0.0004584562,0.004706576,0.00139473,0.0001908321,0.0004418229,0.008348098,0.0007871602,0.001049746,0.1590737,0.4869366,0.336538],"study_design_scores_gemma":[0.00008884804,0.000445731,0.004501239,0.003117183,0.00004767136,0.0006089329,0.007812319,0.0006995929,0.0006600042,0.1814857,0.8004051,0.0001276299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004019469,0.01036449,0.02165211,0.9131335,0.01367898,0.000139297,0.00005627357,0.0003683017,0.03658758],"genre_scores_gemma":[0.1990078,0.02342323,0.04303729,0.6905104,0.0200183,0.0004062296,0.0002245695,0.0004396136,0.02293259],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07926866,"threshold_uncertainty_score":0.4192178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06337436064536087,"score_gpt":0.4504739181780879,"score_spread":0.387099557532727,"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."}}