{"id":"W7014442092","doi":"","title":"Patient Safety: What can be done about it?","year":2011,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Anesthesiologists' Society; Royal College of Physicians and Surgeons of Canada","keywords":"Standardization; Commission; Advisory committee; Globalization; International standardization; Patient care","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002713219,0.0003571358,0.0004771574,0.0006194431,0.0003264706,0.00006706486,0.0003914296,0.0005083373,0.00009485854],"category_scores_gemma":[0.00005849527,0.0003835024,0.0001567496,0.0005458529,0.0001988454,0.001296393,0.0002960923,0.001075003,0.0001610095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003923278,"about_ca_system_score_gemma":0.0002053888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003695276,"about_ca_topic_score_gemma":0.001645571,"domain_scores_codex":[0.9976628,0.0001981341,0.0003994014,0.00062316,0.0004213147,0.000695156],"domain_scores_gemma":[0.9981252,0.0000649006,0.0002126633,0.0008330094,0.00023757,0.0005266838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005277759,0.0001965635,0.9818114,0.0001053201,0.0001045439,0.001203328,0.003529497,4.375306e-7,0.0002768353,0.00008527378,0.00000178762,0.01215725],"study_design_scores_gemma":[0.00187098,0.001080735,0.9662802,0.001387663,0.0001820551,0.0001615417,0.003877863,7.323157e-8,0.01214478,0.00004473315,0.01249951,0.0004699166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951863,0.0003264222,0.00008013402,0.001655641,0.0008909084,0.000553805,0.0000227642,0.0004099167,0.0008741377],"genre_scores_gemma":[0.9941865,0.0007730551,0.0001183085,0.002219975,0.0001036326,0.000002687183,0.00004567525,0.00005140062,0.002498736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01553123,"threshold_uncertainty_score":0.9998617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1670764775390658,"score_gpt":0.33655561260718,"score_spread":0.1694791350681142,"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."}}