{"id":"W63755077","doi":"","title":"Sociotechnical Changes Brought about by Electronic Medical Record","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sociotechnical system; Vision; Adaptation (eye); Electronic medical record; Perspective (graphical); Ethnography; Knowledge management; Sociology; Computer science; Data science; Psychology; Internet privacy; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007780684,0.00009381693,0.0002423481,0.0001150396,0.0006790248,0.0003302643,0.0004432948,0.0002216975,0.00002788084],"category_scores_gemma":[0.001846713,0.0000685786,0.0001850963,0.0003181903,0.0000285244,0.00189691,0.00001438632,0.0002506145,0.00002123086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145447,"about_ca_system_score_gemma":0.0004741181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001117317,"about_ca_topic_score_gemma":0.00008090093,"domain_scores_codex":[0.9964912,0.0003020848,0.001157233,0.0000428544,0.00166638,0.0003402269],"domain_scores_gemma":[0.9953154,0.0002620876,0.003125722,0.0001022557,0.001095695,0.00009879862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008572917,0.00003923848,0.001493942,0.00004560323,0.0001319967,6.427322e-8,0.02169323,0.00004878514,0.00005192252,0.4741622,0.4745674,0.02767982],"study_design_scores_gemma":[0.0007099623,0.0001077448,0.0004291982,0.00005604611,0.00002144611,0.000005248045,0.006692487,0.0001131949,0.00005400724,0.0007986616,0.9909251,0.0000869423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1058469,0.002150551,0.1660003,0.3550868,0.04679859,0.01336408,0.0007558866,0.0007227126,0.3092742],"genre_scores_gemma":[0.9941291,0.0002524466,0.00004357252,0.001859969,0.0009376302,0.00002078549,0.00002434143,0.00000498602,0.002727194],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8882821,"threshold_uncertainty_score":0.5222579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008960209102248387,"score_gpt":0.306426224820976,"score_spread":0.2974660157187276,"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."}}