{"id":"W4242093251","doi":"10.1007/978-3-642-59681-0_15","title":"Pre-clinical Microbiology — Summary II","year":2000,"lang":"en","type":"book-chapter","venue":"","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Juravinski Hospital; Hamilton General Hospital","funders":"","keywords":"Clinical microbiology; Microbiology; Biology; 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":[0.0003600671,0.001013423,0.0005626608,0.0008414877,0.0002724241,0.001049018,0.0005947497,0.000731837,0.05779213],"category_scores_gemma":[0.0007811416,0.0002442487,0.0003346686,0.0005162167,0.0002270382,0.0008171125,0.000596999,0.001430065,0.06104834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003985942,"about_ca_system_score_gemma":0.0007822892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008254121,"about_ca_topic_score_gemma":0.002133338,"domain_scores_codex":[0.9997572,0.00004087119,0.00002126597,0.00002909525,0.0001113828,0.00004013671],"domain_scores_gemma":[0.9996551,0.00007712426,0.00001792096,0.00002686709,0.0001604732,0.00006248609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007630099,0.0001142652,0.0002474588,0.0008979628,0.00000704569,0.0003200588,0.00004402688,0.0001607985,0.002935434,0.002281383,0.5410072,0.451908],"study_design_scores_gemma":[0.000004170267,0.00006297693,0.0007023229,0.0002061156,0.000004163408,0.0005942072,0.00002123681,0.00003218148,0.0008735255,0.001057165,0.9964375,0.00000435228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003347724,0.2800947,0.01778725,0.01570614,0.06716371,0.0005852826,0.001490082,0.001242381,0.6125827],"genre_scores_gemma":[0.006212141,0.09588536,0.005253665,0.006947101,0.01211264,0.0002110406,0.002185141,0.0002341083,0.8709589],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05779213,"threshold_uncertainty_score":0.1933339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02684440182086768,"score_gpt":0.2865978161786715,"score_spread":0.2597534143578039,"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."}}