{"id":"W2096241969","doi":"10.4338/aci-2011-02-ra-0011","title":"Clinician preferences for verbal communication compared to EHR documentation in the ICU","year":2011,"lang":"en","type":"article","venue":"Applied Clinical Informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Nursing Research","keywords":"Documentation; Information exchange; Medicine; Health information exchange; Health care; Focus group; Patient safety; Computer science; Knowledge management; Health information","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":[0.008737311,0.0001593519,0.0004698994,0.00008255607,0.0004550787,0.00002116437,0.0008170209,0.0003108139,0.00009323748],"category_scores_gemma":[0.0005189985,0.0001138034,0.00007692049,0.0003019948,0.00007747593,0.0002004811,0.0001186291,0.0009900583,0.000776574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001545799,"about_ca_system_score_gemma":0.0004285908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005276169,"about_ca_topic_score_gemma":0.003017899,"domain_scores_codex":[0.9946903,0.000764169,0.003504724,0.0001466551,0.0002753569,0.0006187825],"domain_scores_gemma":[0.9923983,0.005620352,0.0009223477,0.0007588374,0.0001413362,0.0001588075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001892813,0.001032187,0.1706935,0.001761717,0.0001318996,3.913205e-7,0.3945626,0.00003098436,0.000004598994,0.1896687,0.09107312,0.1491475],"study_design_scores_gemma":[0.01237299,0.002024174,0.2654774,0.0009517767,0.0001464493,0.00000186428,0.2841808,0.005793659,0.00002275843,0.07008481,0.35792,0.00102345],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8143629,0.00003508268,0.008134908,0.001420538,0.00110714,0.01085486,0.00003320296,0.0001439286,0.1639074],"genre_scores_gemma":[0.9723473,0.00009445107,0.01191662,0.01313377,0.0001851451,0.002114027,0.000102603,0.00001605048,0.00009002208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2668468,"threshold_uncertainty_score":0.9981547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3933326413468076,"score_gpt":0.5545920805443387,"score_spread":0.1612594391975312,"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."}}