{"id":"W2118651356","doi":"10.1186/cc8858","title":"Patient safety and acute care medicine: lessons for the future, insights from the past","year":2010,"lang":"en","type":"review","venue":"Critical Care","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Yearbook; Medicine; Acute medicine; Intensive care; Medical emergency; Emergency medicine; Library science; Intensive care medicine; Computer science","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":[0.005074658,0.001275693,0.002015874,0.003818462,0.001320761,0.005304986,0.001471497,0.003889718,0.005100636],"category_scores_gemma":[0.007356808,0.0004667891,0.0009671237,0.0054502,0.003607646,0.009860675,0.00274944,0.007188838,0.001380443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003987567,"about_ca_system_score_gemma":0.006217208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004848993,"about_ca_topic_score_gemma":0.01423048,"domain_scores_codex":[0.9984669,0.0005729435,0.0001794152,0.0001476938,0.000527382,0.0001056805],"domain_scores_gemma":[0.9923472,0.005441063,0.0004909147,0.0001547136,0.001055758,0.0005102802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007538097,0.0001016886,0.0005434484,0.02449953,0.0001273928,0.0002549967,0.0008797029,0.0003853546,0.000172532,0.03651044,0.1459338,0.7905158],"study_design_scores_gemma":[0.00003293603,0.0001112259,0.001666819,0.0327631,0.0000841168,0.001413399,0.002028068,0.000201382,0.00008975706,0.04254466,0.9189998,0.00006470855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005039318,0.9906607,0.00008496072,0.007626434,0.0009762329,0.00000156589,0.000006110885,0.00000303223,0.0005905851],"genre_scores_gemma":[0.0008265078,0.995427,0.0002094088,0.002081131,0.001181167,0.000005808574,0.000007091319,0.000001928443,0.0002599319],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005304986,"threshold_uncertainty_score":0.02893198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04453049595713093,"score_gpt":0.4113173795667135,"score_spread":0.3667868836095826,"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."}}