{"id":"W86282538","doi":"10.3233/978-1-58603-979-0-107","title":"Failure of Electronic Medical Records in Canada: A Failure of Policy or a Failure of Technology?","year":2009,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Implementation; Electronic medical record; Medical record; Computer science; Medicine; Internet privacy; Surgery; Software engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04032652,0.0005169994,0.001030823,0.003828248,0.008932871,0.01090035,0.00453371,0.003539806,0.004318262],"category_scores_gemma":[0.1229932,0.0004840677,0.001006887,0.008084838,0.008811171,0.006139823,0.003827757,0.005346521,0.0003203566],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1416884,"about_ca_system_score_gemma":0.3132857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9804915,"about_ca_topic_score_gemma":0.9732218,"domain_scores_codex":[0.9481695,0.00848079,0.002455218,0.002337609,0.02554313,0.01301381],"domain_scores_gemma":[0.8588245,0.04559048,0.01652721,0.005151357,0.06125556,0.01265084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004268878,0.0006185325,0.3960929,0.001551359,0.0003884263,0.001168317,0.01043587,0.01493584,0.001119617,0.2768108,0.04315828,0.2532931],"study_design_scores_gemma":[0.0003628333,0.000740013,0.7353457,0.003847117,0.0005755899,0.0006070876,0.04286332,0.01856985,0.005272087,0.02885834,0.1623391,0.0006188951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4547768,0.007839601,0.006250008,0.4438928,0.0005550074,0.0004155434,0.001669912,0.0002536071,0.08434671],"genre_scores_gemma":[0.9763739,0.002507514,0.002661749,0.01401378,0.0001253294,0.00007907655,0.0003229329,0.00004853169,0.003867129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8583117,"threshold_uncertainty_score":0.9955198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03160607381254756,"score_gpt":0.4184755305223853,"score_spread":0.3868694567098378,"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."}}