{"id":"W2103748332","doi":"","title":"Prevalence of information gaps in the emergency department and the effect on patient outcomes.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":241,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Emergency department; Medicine; Medical emergency; Confidence interval; Emergency medicine; Emergency physician; Medical record; Nursing; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0005606099,0.00006866483,0.0001253115,0.00003009395,0.00003862692,0.000002064417,0.0000396687,0.00001643604,0.00001088099],"category_scores_gemma":[0.0006203529,0.00002884196,0.00004648765,0.00009643232,0.00004536584,0.00004757427,0.00001229882,0.0000660024,0.00000176863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001268454,"about_ca_system_score_gemma":0.000003613623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007764962,"about_ca_topic_score_gemma":0.000003724354,"domain_scores_codex":[0.9993089,0.0001182237,0.0002136142,0.00005584535,0.0001840995,0.0001192788],"domain_scores_gemma":[0.9996402,0.0001143769,0.00006250932,0.0001405275,0.00002472603,0.00001772262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000298843,0.00008098673,0.9119596,0.0004407735,0.0000938501,0.000001907056,0.004119951,0.000004769904,0.000001509101,0.003581756,0.005113697,0.07430237],"study_design_scores_gemma":[0.001171654,0.0001572212,0.9923285,0.00001410758,0.00005824723,0.000002104974,0.0002136483,0.000001526152,0.0003361192,0.0001061157,0.005575908,0.00003487043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806591,0.001725507,0.000002523921,0.001187526,0.0002188705,0.001662603,0.000005633882,0.000005281358,0.01453299],"genre_scores_gemma":[0.9972085,0.001071316,0.000003891594,0.0004396296,0.000005864252,0.001218147,0.000001885043,0.000001819439,0.00004894773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08036889,"threshold_uncertainty_score":0.1176141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009070311800427024,"score_gpt":0.2388339198421632,"score_spread":0.2297636080417362,"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."}}