{"id":"W181986712","doi":"10.3233/978-1-58603-979-0-376","title":"Selecting Electronic Health Record Systems: Development of a Framework for Testing Candidate Systems","year":2009,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Electronic health record; Data science; Health care; Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2128994,0.003011501,0.002926781,0.03177734,0.004322223,0.01218572,0.009099636,0.006399265,0.004043451],"category_scores_gemma":[0.2589362,0.001693271,0.004513572,0.01214434,0.01326754,0.0125986,0.007985324,0.005004331,0.0006448968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009070878,"about_ca_system_score_gemma":0.02481144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01459837,"about_ca_topic_score_gemma":0.0151585,"domain_scores_codex":[0.7482934,0.1889931,0.02156122,0.006090295,0.03265392,0.002408026],"domain_scores_gemma":[0.5382155,0.3878051,0.02610399,0.0135998,0.03157799,0.002697633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003996489,0.001707519,0.04768211,0.005154528,0.0009719589,0.001383635,0.01147135,0.05769747,0.002493684,0.5819429,0.005186401,0.2839088],"study_design_scores_gemma":[0.001261854,0.004054517,0.02061994,0.0111996,0.00117987,0.001852092,0.01844387,0.3207394,0.00778632,0.5565782,0.05566551,0.0006189098],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02129421,0.002319674,0.9442206,0.00769509,0.00008376865,0.009003192,0.0005996281,0.0004608326,0.01432303],"genre_scores_gemma":[0.05186972,0.0003366382,0.9441325,0.0003434073,0.00002350689,0.002796223,0.0002090363,0.00001814744,0.0002707618],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2128994,"threshold_uncertainty_score":0.9706352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1143684857489273,"score_gpt":0.4712321564981723,"score_spread":0.3568636707492451,"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."}}