{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0001143786,0.0004344723,0.001550131,0.0000304251,0.000414911,0.00004908564,0.0002671493,0.0006611685,0.00007004087],"category_scores_gemma":[0.02612414,0.0001757002,0.000520118,0.0001358615,0.0008115948,0.00001978313,0.0001586013,0.001335873,0.00001663163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006697512,"about_ca_system_score_gemma":0.0002772017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000499032,"about_ca_topic_score_gemma":0.00008297356,"domain_scores_codex":[0.9978886,0.0001460571,0.0006446284,0.0005780136,0.0004063951,0.0003362702],"domain_scores_gemma":[0.9343163,0.06382855,0.0000995927,0.0008645108,0.0005191073,0.0003719634],"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":[0.00003841653,0.00002116108,0.00001461021,0.002212464,0.000118875,0.0000424878,0.001122082,8.365766e-9,3.601522e-8,0.004839731,0.006828417,0.9847617],"study_design_scores_gemma":[0.0005993964,0.0003682468,0.0003180191,0.02380741,0.00883455,0.00004358255,0.005678487,0.000001065774,1.881241e-7,0.0002279215,0.9599126,0.0002085242],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001264288,0.9747733,0.0000672803,0.019074,0.0022993,0.001454913,0.001459038,0.00004124726,0.0008183097],"genre_scores_gemma":[0.001194755,0.9885383,0.0001563951,0.002295436,0.005868378,0.000259557,0.00158763,0.00006452258,0.00003505202],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9845532,"threshold_uncertainty_score":0.9820792,"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."}}