{"id":"W4378211312","doi":"10.1136/bmjqs-2022-015680","title":"Measurement and Monitoring of Safety Framework (MMSF): learning from its implementation in Canada","year":2023,"lang":"en","type":"letter","venue":"BMJ Quality & Safety","topic":"Safety Systems Engineering in Autonomy","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Patient safety; Process management; Medical emergency; Nursing; Medical education; Data science; Health care; Computer science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02952556,0.0005832521,0.0008112562,0.0009823439,0.0131222,0.007514662,0.004871701,0.02918247,0.005492938],"category_scores_gemma":[0.06307737,0.0010844,0.001213574,0.001823056,0.00712642,0.002960998,0.005226629,0.02670371,0.0008390893],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1222133,"about_ca_system_score_gemma":0.5398644,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9924573,"about_ca_topic_score_gemma":0.9941856,"domain_scores_codex":[0.9702092,0.003903,0.001572556,0.001662877,0.01361738,0.009034976],"domain_scores_gemma":[0.886254,0.01885023,0.002814684,0.001783963,0.04229114,0.048006],"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":[0.000275942,0.0002692695,0.02672762,0.000297459,0.00008073964,0.001653027,0.004445719,0.001911205,0.001076909,0.0205792,0.8701296,0.07255322],"study_design_scores_gemma":[0.0005723421,0.0005179722,0.105043,0.001389836,0.0001497189,0.0005020507,0.01141548,0.004653817,0.001274158,0.006767544,0.867215,0.000498982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009297829,0.001193983,0.0007259586,0.9788287,0.002027771,0.00009201944,0.0002984383,0.00007360258,0.007461691],"genre_scores_gemma":[0.1765074,0.003780792,0.007304247,0.7562569,0.002329384,0.0003151869,0.000634179,0.000281195,0.05259069],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9924573,"threshold_uncertainty_score":0.8867233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0535385789403939,"score_gpt":0.3039807250222642,"score_spread":0.2504421460818703,"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."}}