{"id":"W2159218173","doi":"10.1093/jac/dkm062","title":"Carbapenem resistance in Bacteroides fragilis","year":2007,"lang":"en","type":"letter","venue":"Journal of Antimicrobial Chemotherapy","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Food Inspection Agency","keywords":"Bacteroides fragilis; Microbiology; Carbapenem; Biology; Bacteroides; Antibacterial agent; Medicine; Antibiotics; Bacteria","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006504433,0.0002798128,0.0004715246,0.0002262459,0.00003967027,0.00009122962,0.0004725962,0.0008122727,0.00007978006],"category_scores_gemma":[0.0001237033,0.0002749342,0.0002959032,0.0001515302,0.00009001231,0.0000104702,0.00003402998,0.0009584045,0.000005528214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007197866,"about_ca_system_score_gemma":0.0001798082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001516264,"about_ca_topic_score_gemma":0.00009563223,"domain_scores_codex":[0.9981234,0.0001155994,0.0008973432,0.000329389,0.0002082112,0.0003260679],"domain_scores_gemma":[0.9984424,0.00003568519,0.0007680603,0.0003851796,0.000318861,0.00004985601],"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":[0.0001459169,0.00003449453,0.0006165214,0.00005042982,0.00003877353,0.00005836903,0.00004220491,4.949811e-7,0.4825198,3.200436e-7,0.5162992,0.000193507],"study_design_scores_gemma":[0.0008478742,0.00006565684,0.001209755,0.0001858831,0.00001388754,0.00006459893,0.00001003959,2.985033e-7,0.1334817,0.00001544399,0.8638369,0.0002678908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7781281,0.0006919408,0.0002451125,0.2179323,0.001520189,0.0002703248,0.00003896529,0.00001197743,0.001160995],"genre_scores_gemma":[0.09405826,0.001580921,0.00810799,0.8759693,0.01198619,0.000002242291,0.0003637214,0.0001960883,0.007735269],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6840699,"threshold_uncertainty_score":0.9999703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214758935608831,"score_gpt":0.2547202418501384,"score_spread":0.2425726524940501,"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."}}