{"id":"W2065385849","doi":"10.1186/s13104-015-1051-x","title":"Validity of calendar day-based definitions for community-onset bloodstream infections","year":2015,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Royal Inland Hospital","funders":"","keywords":"Medicine; Gold standard (test); Bloodstream infection; Pediatrics; Cohort; Population; Blood culture; Emergency medicine; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.03122765,0.0005194692,0.0006436942,0.002731034,0.0004850444,0.001611878,0.001579234,0.0008605694,0.0007185412],"category_scores_gemma":[0.1056812,0.0002153445,0.00120537,0.001876066,0.001104876,0.001092118,0.001771124,0.0007293362,0.0002861957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008618651,"about_ca_system_score_gemma":0.0008163354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003093445,"about_ca_topic_score_gemma":0.003307021,"domain_scores_codex":[0.9736047,0.01550211,0.003489344,0.001767419,0.004896301,0.0007401942],"domain_scores_gemma":[0.9077149,0.04637447,0.02692062,0.008212224,0.00946577,0.001311945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003829101,0.0000314573,0.9886597,0.00009261486,0.0001075249,0.00003729054,0.0004254906,0.0006108787,0.0001704904,0.0002437449,0.0004711935,0.008766694],"study_design_scores_gemma":[0.00003047577,0.0003485512,0.9890115,0.0001953399,0.00007300104,0.0004303292,0.0004844843,0.00654126,0.0006288026,0.0007045475,0.00152474,0.0000269134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840834,0.002382165,0.007890807,0.0003594939,0.0002674842,0.0001621656,0.001385579,0.00006408622,0.003404842],"genre_scores_gemma":[0.9947209,0.0001717386,0.003869297,0.0001000418,0.00005766101,0.00008194453,0.0008958171,0.00001411187,0.00008849939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03122765,"threshold_uncertainty_score":0.1651496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4992914360085202,"score_gpt":0.4522626691458754,"score_spread":0.04702876686264479,"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."}}