{"id":"W2402704592","doi":"10.1128/microbe.2.577.3","title":"Multiple Combination Bactericidal Testing","year":2007,"lang":"en","type":"article","venue":"Microbe Magazine","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Computer science","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":[0.001912784,0.0008371184,0.0009686323,0.0008817179,0.0005809028,0.0009329764,0.001048477,0.00176057,0.009176353],"category_scores_gemma":[0.005295662,0.0002359205,0.0005719008,0.0005209424,0.0005943788,0.001018331,0.0006747523,0.002895065,0.003049531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008482509,"about_ca_system_score_gemma":0.0006524129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009092236,"about_ca_topic_score_gemma":0.002144172,"domain_scores_codex":[0.9975297,0.0005688787,0.0001344016,0.0003366346,0.001236288,0.0001942095],"domain_scores_gemma":[0.9973235,0.0009105924,0.0002404557,0.0001274582,0.0009595991,0.0004384176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002209435,0.000374764,0.01139625,0.0009982463,0.000118558,0.005458476,0.0001838819,0.0002388241,0.02596902,0.002674858,0.3350751,0.6153027],"study_design_scores_gemma":[0.0002179322,0.0032215,0.009488629,0.0006649615,0.000245482,0.04395837,0.0002961294,0.002115526,0.0595029,0.003950151,0.8762068,0.0001316577],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06018953,0.4561708,0.06542353,0.258287,0.05766802,0.0005581341,0.001542969,0.004348235,0.09581182],"genre_scores_gemma":[0.5391407,0.1374886,0.07114233,0.1262735,0.02007899,0.0006035662,0.00198005,0.0007702502,0.1025221],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009176353,"threshold_uncertainty_score":0.03069794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01913434934821814,"score_gpt":0.2509106456534484,"score_spread":0.2317762963052303,"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."}}