{"id":"W2062403736","doi":"10.1007/s11606-009-1053-2","title":"Electronic Versus Dictated Hospital Discharge Summaries: a Randomized Controlled Trial","year":2009,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; St. Michael's Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Medicine; Dictation; Clinical endpoint; Emergency department; Randomized controlled trial; Patient satisfaction; Adverse effect; Emergency medicine; Physical therapy; Internal medicine; Surgery; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001348346,0.000311809,0.002602238,0.0003776511,0.00005109875,0.00002585679,0.0001674041,0.00008645403,0.0006447256],"category_scores_gemma":[0.001420935,0.0001617751,0.0008302272,0.0001673146,0.0001545346,0.0001506063,0.00002007347,0.0004987238,0.00001580669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002373862,"about_ca_system_score_gemma":0.0001863127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006522916,"about_ca_topic_score_gemma":0.000006746144,"domain_scores_codex":[0.9968359,0.0002211616,0.001511664,0.0001845792,0.0008021599,0.0004445126],"domain_scores_gemma":[0.9979981,0.0003671102,0.0007802101,0.0001867641,0.0003278812,0.0003399127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9505714,0.0005938723,0.00003271374,0.000008498007,0.002340748,0.0003872718,0.0003078415,0.000001924363,0.001012516,0.001777412,0.04094248,0.002023302],"study_design_scores_gemma":[0.9455219,0.02721292,0.00009676732,0.0003148952,0.00235841,0.0001131627,0.00009858816,0.0003184709,0.0001725659,0.0004411231,0.02322041,0.0001308145],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8669009,0.004096966,0.001630675,0.1038896,0.005900231,0.004428773,0.000001677647,0.00005844078,0.01309276],"genre_scores_gemma":[0.9783645,0.00128916,0.0005344276,0.001261813,0.004821323,0.00003629315,0.00001421348,0.00002109083,0.01365718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1114636,"threshold_uncertainty_score":0.7059294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01074430678669334,"score_gpt":0.2977650666182795,"score_spread":0.2870207598315861,"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."}}