{"id":"W4311845201","doi":"10.1136/bmjqs-2022-015017","title":"Measurement and Monitoring of Safety Framework: a qualitative study of implementation through a Canadian learning collaborative","year":2022,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Public Health Ontario; University of Toronto","funders":"Canadian Patient Safety Institute","keywords":"Medicine; Patient safety; Qualitative research; Collaborative learning; Medical education; Knowledge management; Process management; Nursing; Data science; Health care; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02981895,0.001021263,0.001346432,0.002880399,0.0397816,0.007782116,0.005585299,0.003099043,0.003518257],"category_scores_gemma":[0.03989739,0.0008603508,0.0007260197,0.004079831,0.0185675,0.004014285,0.01024965,0.005485173,0.0003801249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06832632,"about_ca_system_score_gemma":0.110299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7940895,"about_ca_topic_score_gemma":0.8389982,"domain_scores_codex":[0.965611,0.01958024,0.0008241026,0.00254672,0.004440279,0.006997661],"domain_scores_gemma":[0.9536985,0.02133519,0.002343528,0.001603558,0.01020684,0.01081247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003633362,0.00006146987,0.002175246,0.0000950133,0.000003855771,0.0007183747,0.9885901,0.00009071827,0.0003684053,0.001311242,0.0009146991,0.005634465],"study_design_scores_gemma":[0.000008986287,0.00006518784,0.001917988,0.000148983,0.00000630075,0.000119974,0.9795622,0.0001789884,0.0002118901,0.0002482044,0.01749659,0.00003484232],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663566,0.001023592,0.007202686,0.007334711,0.0002209621,0.001033364,0.0004298138,0.00009413699,0.01630422],"genre_scores_gemma":[0.9896854,0.000514984,0.003663374,0.0008656875,0.00002177976,0.0003341379,0.00009957727,0.00006644483,0.004748555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2059105,"threshold_uncertainty_score":0.4957445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2516831808347816,"score_gpt":0.5668524054682742,"score_spread":0.3151692246334926,"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."}}