{"id":"W2013497341","doi":"10.1097/cin.0000000000000139","title":"Central Trends in Nursing Informatics","year":2015,"lang":"en","type":"article","venue":"CIN Computers Informatics Nursing","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Topaz; Informatics; Political science; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001888705,0.0003380745,0.0006472936,0.0009327022,0.000428934,0.00005660881,0.0004633348,0.000372523,0.00002826351],"category_scores_gemma":[0.0001179607,0.000338887,0.00008725249,0.001084611,0.0001273993,0.0008770954,0.00006687443,0.001441291,0.0001826306],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004696646,"about_ca_system_score_gemma":0.001193346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007415834,"about_ca_topic_score_gemma":0.00003636915,"domain_scores_codex":[0.9940877,0.000404971,0.002754911,0.0001343191,0.0006233004,0.001994822],"domain_scores_gemma":[0.9973257,0.0003693571,0.0008585427,0.0005493147,0.0001990183,0.0006981337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007662266,0.0001496478,0.007535274,0.0005710577,0.00001752878,0.00000520087,0.3275163,0.004785951,0.000001454897,0.004680684,0.110917,0.5437433],"study_design_scores_gemma":[0.006279201,0.0004373391,0.006201346,0.01368721,0.00003659253,0.00008817407,0.0969493,0.833027,0.00001521089,0.002572716,0.03979724,0.0009086681],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2490782,0.0004473489,0.352538,0.002536607,0.01865152,0.001941931,0.00001615107,0.0007410824,0.3740492],"genre_scores_gemma":[0.9384515,0.00002733889,0.056857,0.002701706,0.001104662,0.00005517442,0.0001372921,0.00008229117,0.0005830507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8282411,"threshold_uncertainty_score":0.9999063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07638656338519616,"score_gpt":0.4469424564378678,"score_spread":0.3705558930526717,"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."}}