{"id":"W2357587481","doi":"","title":"Monitoring of blood culture submission of 72 hospitals in 2011 Shanghai","year":2012,"lang":"en","type":"article","venue":"Zhongguo yiyuan ganranxue zazhi","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blood culture; Medicine; Quarter (Canadian coin); Antibiotics; Emergency medicine; Internal medicine; Pediatrics; Biology; History; Microbiology","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":[0.0004072535,0.0001404407,0.000218063,0.00006461245,0.00003600347,0.00001086479,0.0001985204,0.0001902689,0.00006479048],"category_scores_gemma":[0.0002066022,0.0001353138,0.00009836969,0.0001199964,0.00006044176,0.00001658999,0.00009189483,0.00009466124,0.000009470947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007916808,"about_ca_system_score_gemma":0.00002754502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006050405,"about_ca_topic_score_gemma":0.000008854011,"domain_scores_codex":[0.9988618,0.00006998631,0.0004127492,0.0002349818,0.0001358017,0.0002846226],"domain_scores_gemma":[0.9992097,0.00001239627,0.0001983609,0.0003683785,0.0001150453,0.00009611452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001907827,0.0001585571,0.3344838,0.00005076057,0.00001522894,3.436178e-7,0.0003549423,0.000001346398,0.664082,0.00001626685,0.00009061387,0.0007271199],"study_design_scores_gemma":[0.0003521269,0.00007495305,0.3102718,0.00006406778,0.00002001456,0.000003337399,0.0002171072,0.000002015992,0.6884867,0.00001773659,0.0003785446,0.0001116138],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971894,0.001731097,0.00003151424,0.00002554879,0.0003735891,0.0001621445,0.0000165825,0.00001145672,0.0004586765],"genre_scores_gemma":[0.9979461,0.0001525764,0.001002444,0.000009793146,0.0002654102,0.000007442429,0.00004237887,0.00001977085,0.0005540756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02440475,"threshold_uncertainty_score":0.5517935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563856136405975,"score_gpt":0.264730862627404,"score_spread":0.2490923012633443,"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."}}