{"id":"W1942528101","doi":"10.1155/2005/859289","title":"Enhanced Surveillance of non‐O157 Verotoxin‐Producing <i>Escherichia coli </i>in Human Stool Samples from Manitoba","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Manitoba Health","funders":"","keywords":"Escherichia coli; Microbiology; Enterobacteriaceae; Virology; Medicine; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005816547,0.0003676046,0.0002324467,0.001174875,0.0006845585,0.0006105684,0.0004065882,0.000289157,0.0006677566],"category_scores_gemma":[0.0011516,0.0002969503,0.0001567744,0.001307217,0.000451073,0.0002151885,0.0005437328,0.0002536865,0.0001166583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002306087,"about_ca_system_score_gemma":0.001940853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3040988,"about_ca_topic_score_gemma":0.5263187,"domain_scores_codex":[0.9995905,0.0001012002,0.0000337764,0.00007423112,0.0001115039,0.00008886911],"domain_scores_gemma":[0.9990983,0.0001057014,0.0002935023,0.00004184839,0.00032384,0.000136868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009703542,0.00004085025,0.9848619,0.00007505032,0.00003230132,0.000446208,0.001060605,0.00006491547,0.009878644,0.00001024245,0.0001046435,0.00332771],"study_design_scores_gemma":[0.000004586364,0.00009385473,0.9980816,0.00001554278,0.00001789567,0.0003186668,0.0005037357,0.00006083271,0.0006131054,0.000003634644,0.0002832152,0.000003408466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990522,0.0002192552,0.0001054077,0.00003762841,0.00000228931,0.00002957795,0.0002027129,0.000006548054,0.0003444143],"genre_scores_gemma":[0.9983491,0.0003723992,0.0004878106,0.00008669745,0.000005783593,0.00001619296,0.0003896488,0.000002603754,0.0002897708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6959012,"threshold_uncertainty_score":0.6046575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00621974708857298,"score_gpt":0.2427742863453221,"score_spread":0.2365545392567492,"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."}}