{"id":"W2123989729","doi":"10.1136/qshc.2009.038539","title":"Making existing technology safer in healthcare","year":2010,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Patient Safety Institute","funders":"","keywords":"SAFER; Patient safety; Backup; Risk analysis (engineering); Accreditation; Medicine; Certification; Health care; Quality (philosophy); Business; Computer security; Computer science; Medical education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.036252,0.000672813,0.0005553209,0.001867103,0.004599809,0.01255345,0.002303732,0.006646805,0.01735895],"category_scores_gemma":[0.05713977,0.0003908123,0.0008606181,0.001169281,0.02055733,0.01327838,0.01183535,0.007070638,0.004763971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004037449,"about_ca_system_score_gemma":0.01585565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001225684,"about_ca_topic_score_gemma":0.001335484,"domain_scores_codex":[0.9618075,0.02154629,0.002111269,0.001280379,0.0112457,0.002008805],"domain_scores_gemma":[0.9368461,0.02969708,0.007230132,0.01051548,0.009029984,0.006681291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009382355,0.0004487877,0.00670749,0.002610164,0.00009288146,0.0004783886,0.01986229,0.001121047,0.001239844,0.5582142,0.1268924,0.2822388],"study_design_scores_gemma":[0.00003871108,0.0002741323,0.002926221,0.003038899,0.00004109987,0.0008216753,0.00780637,0.0002608928,0.001050757,0.2226963,0.7610015,0.00004342453],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01854866,0.02595869,0.04722576,0.6529483,0.008054822,0.0003804629,0.0001109472,0.0004411237,0.2463313],"genre_scores_gemma":[0.5834802,0.05858532,0.1069701,0.1917987,0.01079588,0.0007584486,0.0002802828,0.0004419029,0.04688919],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.036252,"threshold_uncertainty_score":0.1917211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3413912991021219,"score_gpt":0.5941714229821802,"score_spread":0.2527801238800583,"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."}}