{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001084898,0.00006862928,0.0001177418,0.000009261813,0.0001274495,0.000003068943,0.0001673477,0.0000663707,0.00002428268],"category_scores_gemma":[0.000004625671,0.00002274372,0.00006344008,0.00005313827,0.0001218586,0.000009238176,0.00004970083,0.00003490783,0.000002313273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000199954,"about_ca_system_score_gemma":0.000003291935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002425815,"about_ca_topic_score_gemma":0.001571174,"domain_scores_codex":[0.9996184,0.0000356724,0.00007097398,0.00009624076,0.00009364221,0.00008506238],"domain_scores_gemma":[0.9996235,0.0001924004,0.0001129023,0.00004898322,0.00001113983,0.00001108115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002679027,0.001458096,0.6644031,0.0008375868,0.0007334754,0.00001090216,0.00169171,0.00003031142,0.07450476,0.002473918,0.0364469,0.2171413],"study_design_scores_gemma":[0.00137343,0.0004153844,0.5151536,0.0007001285,0.0001149953,0.000007799922,0.01123174,0.00002992535,0.001347744,0.00002251224,0.4692269,0.0003758847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7973959,0.002346198,0.001743204,0.0005661685,0.0006707925,0.00191744,0.0004232489,0.00008415036,0.1948529],"genre_scores_gemma":[0.9371626,0.001139073,0.0002366758,0.000003549561,0.0001514414,0.000003715826,0.00003074683,0.000004788144,0.06126746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.43278,"threshold_uncertainty_score":0.3667123,"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."}}