{"id":"W1996633814","doi":"10.1128/jcm.02219-12","title":"Comparison of Three Different Methods for Detection of Shiga Toxin-Producing Escherichia coli in a Tertiary Pediatric Care Center","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"MacConkey agar; STX2; Microbiology; Escherichia coli; Serotype; Shiga toxin; Diarrhea; Medicine; Immunoassay; Agar; Virology; Biology; Bacteria; Internal medicine; Immunology; Antibody","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":[0.003682612,0.001035581,0.001014452,0.00202692,0.0004738211,0.001224755,0.0009522861,0.0008844411,0.0005991034],"category_scores_gemma":[0.01074302,0.0006471453,0.000575439,0.001433583,0.000550857,0.0005229977,0.0008562298,0.0007850276,0.0002819943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141509,"about_ca_system_score_gemma":0.0008500711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002879503,"about_ca_topic_score_gemma":0.003957096,"domain_scores_codex":[0.9922146,0.002743693,0.0006187729,0.001027853,0.002928226,0.0004669211],"domain_scores_gemma":[0.9877891,0.00606478,0.00210983,0.0005529588,0.002519655,0.0009637094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004355233,0.00087455,0.8863697,0.0005769689,0.0003202727,0.0004821491,0.001457519,0.0009371213,0.05253982,0.0000636257,0.0004139032,0.05160917],"study_design_scores_gemma":[0.0003533522,0.01244622,0.9144171,0.0001421389,0.0005751132,0.00320421,0.001819586,0.006974034,0.05868434,0.00004360241,0.001243806,0.00009664248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948271,0.001298607,0.002975764,0.000078972,0.00002733085,0.0001256395,0.0001306023,0.0000948135,0.0004411237],"genre_scores_gemma":[0.9844785,0.0008127514,0.01369322,0.0002056228,0.00004081808,0.0001138188,0.0004524818,0.00003135827,0.0001715183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003682612,"threshold_uncertainty_score":0.01947576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06985886779523935,"score_gpt":0.4585697548564281,"score_spread":0.3887108870611887,"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."}}