{"id":"W6959675386","doi":"10.11575/prism/44484","title":"The Validation of a Novel Surveillance System for Monitoring Bloodstream Infections in the Calgary Zone","year":2016,"lang":"en","type":"other","venue":"University of Calgary","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical record; Confidence interval; Bloodstream infection; Electronic medical record; Sample (material); Electronic surveillance","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":[0.01461907,0.0004934954,0.0003977983,0.002740125,0.0004283815,0.001182697,0.0009912938,0.0006744289,0.0003980863],"category_scores_gemma":[0.03378119,0.0002765468,0.0003474987,0.001424521,0.0006784762,0.0009556168,0.001635888,0.0004973765,0.0002018078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001863203,"about_ca_system_score_gemma":0.001988553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02683413,"about_ca_topic_score_gemma":0.02590515,"domain_scores_codex":[0.9908714,0.00328633,0.001745529,0.001112156,0.00266218,0.0003224694],"domain_scores_gemma":[0.9665517,0.01000509,0.005853077,0.001961436,0.01485991,0.0007688627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006361228,0.0001937009,0.9239056,0.0002582458,0.0001266362,0.0001829807,0.001117121,0.0006632475,0.004353773,0.0001063045,0.0009665677,0.0674897],"study_design_scores_gemma":[0.0001352226,0.001131244,0.9832768,0.0001963192,0.0001352864,0.000597703,0.0007626216,0.007255733,0.003901942,0.00005847569,0.002523072,0.00002562734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863675,0.0007997256,0.006947332,0.000471296,0.00009325886,0.0009730303,0.002298926,0.0001949202,0.00185403],"genre_scores_gemma":[0.9614274,0.0005562873,0.03269295,0.0003631303,0.00009548646,0.0005466938,0.003809153,0.00001489609,0.0004939644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02683413,"threshold_uncertainty_score":0.07731396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01332362564585999,"score_gpt":0.1875625090671385,"score_spread":0.1742388834212785,"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."}}