{"id":"W2155887956","doi":"","title":"Quality of congestive heart failure care: assessing measurement of care using electronic medical records.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Heart failure; Medical record; Database; Delphi method; Emergency medicine; Medical emergency; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01726792,0.000263007,0.0002791643,0.002104921,0.0003743673,0.001045711,0.000492142,0.0004726374,0.0007617166],"category_scores_gemma":[0.05456338,0.0001886677,0.0003959721,0.002633618,0.0005543354,0.001186554,0.001227272,0.0003925414,0.0001195508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002201282,"about_ca_system_score_gemma":0.002085599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01470017,"about_ca_topic_score_gemma":0.02031427,"domain_scores_codex":[0.9812644,0.008946509,0.002314058,0.0006816183,0.006310686,0.0004828312],"domain_scores_gemma":[0.9587871,0.01472928,0.01825214,0.001101649,0.006252646,0.0008771418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001463481,0.000116206,0.9448154,0.0005275529,0.000172045,0.00002387714,0.001122068,0.0002479027,0.0002136792,0.0001075663,0.0009855966,0.05152173],"study_design_scores_gemma":[0.00002226813,0.0002772113,0.9969251,0.000173187,0.00002867261,0.00004681279,0.000731706,0.0006536481,0.0001163318,0.00006259717,0.0009516517,0.00001069886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806377,0.002892752,0.004517892,0.001785878,0.00004640347,0.0009513692,0.003319668,0.0000355606,0.005812762],"genre_scores_gemma":[0.9943757,0.0005610932,0.003529348,0.0001426864,0.00002606879,0.0004221989,0.0007952216,0.000001992995,0.0001456872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01726792,"threshold_uncertainty_score":0.09132254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1147263182214108,"score_gpt":0.4392292293472616,"score_spread":0.3245029111258507,"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."}}