{"id":"W3007843993","doi":"10.1136/bmjqs-2019-010498","title":"Beyond CLABSI and CAUTI: broadening our vision of patient safety","year":2020,"lang":"en","type":"letter","venue":"BMJ Quality & Safety","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Medicine; Patient safety; Medical emergency; Intensive care medicine; Optometry; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01141003,0.0009752393,0.002642829,0.0002744138,0.00163931,0.00004351476,0.0007534333,0.002962611,0.0004257649],"category_scores_gemma":[0.008417252,0.0009248574,0.0004245649,0.0005921948,0.0002716747,0.0005577425,0.001470622,0.01120775,0.0004627985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009498422,"about_ca_system_score_gemma":0.00308729,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007062403,"about_ca_topic_score_gemma":0.0006868483,"domain_scores_codex":[0.9631274,0.02348242,0.007777712,0.001705906,0.00228327,0.00162324],"domain_scores_gemma":[0.9820786,0.009003795,0.005493697,0.001799959,0.0009815734,0.000642404],"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":[0.001189441,0.00009147072,0.006582582,0.01284577,0.0002279012,0.0002256246,0.01510487,0.000001985808,0.00007218291,0.001201858,0.9453939,0.01706244],"study_design_scores_gemma":[0.001464639,0.0003651909,0.01179539,0.002268958,0.0001792082,0.00001287649,0.0122193,0.0000270754,0.00001391255,0.001574494,0.9690619,0.001017058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005609154,0.001155682,0.0003620817,0.9766471,0.003064874,0.004590198,0.001973933,0.0003136392,0.006283372],"genre_scores_gemma":[0.02964124,0.001233263,0.001839772,0.9566324,0.006238338,0.0002238623,0.001941854,0.0002520746,0.001997178],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02403208,"threshold_uncertainty_score":0.9999353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.447405012288333,"score_gpt":0.559234637796583,"score_spread":0.11182962550825,"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."}}