{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01387105,0.000266998,0.0002805082,0.002383042,0.008110303,0.00623216,0.001442311,0.001578415,0.001476803],"category_scores_gemma":[0.07530155,0.0005634463,0.000342592,0.002356851,0.007875008,0.003620373,0.004791528,0.001972173,0.0001946804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006759557,"about_ca_system_score_gemma":0.005909466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02424289,"about_ca_topic_score_gemma":0.04206359,"domain_scores_codex":[0.9673738,0.0225967,0.001370609,0.001395353,0.005219383,0.002044231],"domain_scores_gemma":[0.9076165,0.06435623,0.01440632,0.00501815,0.006430813,0.002171907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001592405,0.0002454749,0.1364463,0.000193695,0.00003463837,0.002926311,0.8041507,0.000445047,0.002396851,0.005428829,0.001198554,0.04637437],"study_design_scores_gemma":[0.00001610191,0.0003017205,0.1394177,0.0001975844,0.00002175481,0.001335139,0.8326644,0.0006461728,0.001368852,0.001465342,0.02247908,0.00008608632],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911824,0.0001986247,0.00182478,0.002142948,0.00003086881,0.0001160507,0.00007024353,0.00002122331,0.004412874],"genre_scores_gemma":[0.9980737,0.0001369382,0.001055143,0.0001682766,0.0000223453,0.00004371885,0.00003823769,0.000006504973,0.0004551421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9918897,"threshold_uncertainty_score":0.07335794,"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."}}