{"id":"W4295836995","doi":"10.33940/med/2022.9.7","title":"Measuring and Improving Patient Safety in Canada","year":2022,"lang":"en","type":"article","venue":"Patient Safety","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada","funders":"","keywords":"Patient safety; Harm; Incident report; Near miss; Grassroots; Medicine; Coroner; Best practice; Business; Medical emergency; Health care; Nursing; Variety (cybernetics); Public relations; Psychology; Poison control; Suicide prevention; Political science; Engineering","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":[0.00642605,0.0005557333,0.0005885126,0.004076382,0.009553288,0.004294422,0.00306345,0.001161957,0.004988242],"category_scores_gemma":[0.02189057,0.0005828353,0.0009340628,0.007032326,0.001780337,0.001393105,0.004334975,0.00328569,0.0004684569],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2216809,"about_ca_system_score_gemma":0.5296078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9973707,"about_ca_topic_score_gemma":0.9981965,"domain_scores_codex":[0.9890572,0.001083575,0.0005171439,0.0006734246,0.006324456,0.002344179],"domain_scores_gemma":[0.9474397,0.002585735,0.001838099,0.0006983783,0.03324223,0.01419593],"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":[0.0003660357,0.0006211478,0.2499383,0.001508258,0.0003583307,0.0005357325,0.007077402,0.004984142,0.001009133,0.02151735,0.3426951,0.3693891],"study_design_scores_gemma":[0.0002931251,0.0004830473,0.7126043,0.001611342,0.0002355476,0.0002476957,0.009254813,0.008469595,0.001177757,0.003539697,0.2617318,0.0003513842],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3842014,0.02723919,0.01277671,0.2692403,0.003490744,0.003095686,0.03615836,0.002075746,0.2617219],"genre_scores_gemma":[0.9103963,0.01253655,0.02163871,0.02512494,0.0002641538,0.000577379,0.008933454,0.0002032984,0.02032523],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7783191,"threshold_uncertainty_score":0.9027398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04351312428801555,"score_gpt":0.2854991051206663,"score_spread":0.2419859808326508,"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."}}