{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008370105,0.0001990276,0.0002837232,0.0008477155,0.0006799226,0.002224636,0.0003163735,0.0007650207,0.003629854],"category_scores_gemma":[0.07970241,0.0001943254,0.0002850221,0.0006219755,0.0007672171,0.0009963372,0.001034242,0.0007264204,0.000422156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001087739,"about_ca_system_score_gemma":0.001229351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001410529,"about_ca_topic_score_gemma":0.001950352,"domain_scores_codex":[0.9860313,0.009608548,0.001375958,0.0005199243,0.002011449,0.000452865],"domain_scores_gemma":[0.9384145,0.0420429,0.01130288,0.001022288,0.00479817,0.0024193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003358535,0.0005333275,0.6443483,0.001664798,0.0002310818,0.001984057,0.1624264,0.0005015584,0.008568321,0.00114436,0.006094702,0.1691446],"study_design_scores_gemma":[0.0004453011,0.003643751,0.6266009,0.002030989,0.0002426999,0.006701044,0.3357995,0.002977996,0.003471097,0.002439085,0.01541482,0.0002328035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943942,0.0005664679,0.0006450255,0.001221242,0.00004478073,0.00004790641,0.00004574027,0.00001472885,0.003019989],"genre_scores_gemma":[0.9979285,0.0003787656,0.0008256462,0.0004474153,0.00002332939,0.0000526372,0.00003581592,0.000008784168,0.0002991871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008370105,"threshold_uncertainty_score":0.04426587,"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."}}