{"id":"W2789539219","doi":"10.1093/fampra/cmy002","title":"Towards optimal electronic medical record use: perspectives of advanced users","year":2018,"lang":"en","type":"article","venue":"Family Practice","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thames Valley Children's Centre; Western University","funders":"Canada Research Chairs","keywords":"Medicine; Electronic medical record; Medical record; Medical emergency; MEDLINE; Electronic health record; Family medicine; Health care; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01887779,0.0001891571,0.000381449,0.00121052,0.005374095,0.00829944,0.001075609,0.00265377,0.003121668],"category_scores_gemma":[0.04582448,0.0004629017,0.0003888074,0.00148097,0.0054715,0.006934309,0.005862767,0.002995575,0.0003693464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003746168,"about_ca_system_score_gemma":0.007067461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01961831,"about_ca_topic_score_gemma":0.01969553,"domain_scores_codex":[0.980031,0.01296857,0.001170324,0.0007321401,0.003147983,0.001950004],"domain_scores_gemma":[0.940458,0.03776891,0.005319757,0.001323637,0.007036808,0.00809285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003412517,0.00005255864,0.03452954,0.0001862138,0.00001146432,0.001023368,0.9464952,0.00003767734,0.0006044407,0.001427274,0.001570564,0.01402765],"study_design_scores_gemma":[0.000008189487,0.0001425906,0.01877622,0.0003840166,0.00001253334,0.001614026,0.9508533,0.0001531987,0.0001992028,0.0007183683,0.02710035,0.00003798415],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644676,0.00198076,0.001048606,0.02378675,0.00006876166,0.00003573655,0.00008198814,0.00001829996,0.008511412],"genre_scores_gemma":[0.9927862,0.001709942,0.0009293099,0.002992231,0.00004535554,0.00002068148,0.00003620693,0.00001208638,0.001467991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01961831,"threshold_uncertainty_score":0.09983647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06023886710154654,"score_gpt":0.4614840401083998,"score_spread":0.4012451730068533,"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."}}