{"id":"W2789098050","doi":"10.3138/jammi.2.2.03","title":"Susceptibility profiles of nutritionally variant streptococci (NVS) recovered from invasive cases in Ontario, Canada","year":2018,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Penicillin; Endocarditis; Microbiology; Antibiotics; Cephalosporin; Medicine; Infective endocarditis; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005236779,0.00009147312,0.0003874143,0.000050484,0.00005112658,0.000003456422,0.00009760443,0.00009413575,0.0006320389],"category_scores_gemma":[0.003897713,0.0000660624,0.00009485745,0.00008621725,0.0001065068,0.00003754744,0.00005679749,0.000271575,1.070595e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001954155,"about_ca_system_score_gemma":0.01060026,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9900761,"about_ca_topic_score_gemma":0.9998182,"domain_scores_codex":[0.9986227,0.0002537489,0.0005344351,0.00011764,0.0003350307,0.0001364627],"domain_scores_gemma":[0.9977903,0.0007464663,0.0006962282,0.0001088159,0.0005080977,0.0001500255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001312136,0.0002298352,0.9461592,0.00004822623,0.0003662922,0.0001033285,0.00003983229,0.000004444066,0.001057787,0.00009787973,0.05164491,0.0001170654],"study_design_scores_gemma":[0.002034332,0.0002511781,0.990066,0.0003810631,0.00016613,0.00004809517,0.00008074333,0.000001936856,0.001564686,0.0002974155,0.005048142,0.0000602979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958864,0.0001375173,0.000004017207,0.002411214,0.0007488398,0.0002486712,0.0004008888,0.000001198269,0.0001612247],"genre_scores_gemma":[0.9983485,0.00009847956,0.000009316066,0.001326202,0.0001410268,0.000004157981,0.00004304251,0.000003868276,0.00002541292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04659677,"threshold_uncertainty_score":0.9950087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006517800011899625,"score_gpt":0.2198060542179764,"score_spread":0.2132882542060768,"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."}}