{"id":"W2753835675","doi":"10.1128/jcm.00911-17","title":"Multisite Evaluation of the BD Max Extended Enteric Bacterial Panel for Detection of Yersinia enterocolitica, Enterotoxigenic Escherichia coli, Vibrio, and Plesiomonas shigelloides from Stool Specimens","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Yersinia bacterium, plague, ectoparasites research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Becton Dickinson (Canada); University of Calgary","funders":"","keywords":"Plesiomonas shigelloides; Yersinia enterocolitica; Microbiology; Vibrionaceae; Enterotoxigenic Escherichia coli; Aeromonas; Medicine; Biology; Escherichia coli; Enterotoxin; Bacteria","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001798113,0.0001750041,0.00060973,0.00005922759,0.0001177183,0.00003618907,0.0005419202,0.0003449034,0.00005700187],"category_scores_gemma":[0.002009675,0.0001329758,0.0004050551,0.00003104023,0.0005592152,0.00002012695,0.0002794272,0.0002435566,0.000001748071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003495778,"about_ca_system_score_gemma":0.0001690281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004470492,"about_ca_topic_score_gemma":0.0001490279,"domain_scores_codex":[0.9973213,0.0007268856,0.001233002,0.0003168614,0.0001431328,0.0002588205],"domain_scores_gemma":[0.9967408,0.0003025116,0.001692362,0.0005040294,0.0006548787,0.0001053943],"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":[0.003257903,0.0002098679,0.03831455,0.00002511828,0.0002884153,7.935589e-7,0.00003842523,0.000002229577,0.9555338,0.000001062051,0.00006893915,0.002258892],"study_design_scores_gemma":[0.003166909,0.001218809,0.418739,0.00005001038,0.0001423181,0.00002778849,0.00002772724,0.00006299445,0.5751157,0.00003742904,0.001331225,0.00007999693],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997328,0.0002024648,0.000332404,0.0001126411,0.001022643,0.000724047,0.0002629494,0.00000145301,0.00001334957],"genre_scores_gemma":[0.9982964,0.0001401459,0.000888722,0.00005494007,0.0005103137,0.00001233925,0.00004004643,0.00001821668,0.00003891317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3804245,"threshold_uncertainty_score":0.5422595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07839641489086292,"score_gpt":0.3887132049346309,"score_spread":0.3103167900437679,"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."}}