{"id":"W4381612964","doi":"10.3233/shti230361","title":"Differential Perceptions of What Constitutes a Medical Error Associated with Electronic Medical Records","year":2023,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; MacEwan University","funders":"","keywords":"Perception; Context (archaeology); Health care; Differential (mechanical device); Nursing; Medical record; Psychology; Medicine","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":[0.007957608,0.000172959,0.0002880245,0.001583273,0.0009187059,0.002707212,0.0004009859,0.000868034,0.001864801],"category_scores_gemma":[0.06501453,0.0002173831,0.000446944,0.0007548368,0.002547475,0.002884201,0.003077936,0.001244579,0.0001600411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001133078,"about_ca_system_score_gemma":0.0007011424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002984839,"about_ca_topic_score_gemma":0.002577067,"domain_scores_codex":[0.9883969,0.006120035,0.00131475,0.0004958633,0.003046351,0.0006260052],"domain_scores_gemma":[0.9462814,0.03244599,0.01200213,0.001562401,0.005004326,0.002703695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004582824,0.0002541094,0.6179334,0.0003728499,0.0001494638,0.0007150185,0.3218285,0.0002663832,0.002263096,0.005424941,0.001120494,0.04921355],"study_design_scores_gemma":[0.00001979173,0.0004694152,0.5500993,0.0003774216,0.00006908513,0.001444119,0.437804,0.0008268317,0.0007714721,0.003443973,0.00456491,0.0001096857],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937104,0.0003165549,0.0007598183,0.001255756,0.00002933175,0.00001208793,0.00003444029,0.000006077062,0.003875476],"genre_scores_gemma":[0.9993151,0.0001415953,0.0002250419,0.0001422362,0.0000132482,0.000003741558,0.00001719193,0.00000212476,0.0001397949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007957608,"threshold_uncertainty_score":0.04208434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06120540049631153,"score_gpt":0.4599742706594982,"score_spread":0.3987688701631867,"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."}}