{"id":"W2950263217","doi":"10.1177/1040638719857783","title":"Frequency of <i>Escherichia coli</i> virotypes in calf diarrhea and intestinal morphologic changes associated with these virotypes or other diarrheagenic pathogens","year":2019,"lang":"en","type":"article","venue":"Journal of Veterinary Diagnostic Investigation","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shared Health; Université de Montréal; University of Saskatchewan","funders":"Alberta Livestock and Meat Agency","keywords":"Diarrhea; Feces; Microbiology; Biology; Clostridium perfringens; Rotavirus; Escherichia coli; Cryptosporidium; Medicine; Bacteria; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009336951,0.0001783234,0.0006002569,0.0002230896,0.00002323959,0.00001075568,0.0001060601,0.0001180163,0.0001048566],"category_scores_gemma":[0.006384507,0.0001185593,0.00005579834,0.0002523386,0.0003049503,0.0001495149,0.0000422777,0.0003896567,0.00000532604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009042058,"about_ca_system_score_gemma":0.0001662579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001244119,"about_ca_topic_score_gemma":0.0001174712,"domain_scores_codex":[0.9981999,0.0004971349,0.0005503886,0.0001885898,0.0002573993,0.0003065967],"domain_scores_gemma":[0.9981031,0.0008852007,0.0004784325,0.0001417444,0.0001844981,0.000206971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008599529,0.0001535658,0.7430995,0.000140567,0.00006462419,0.0008228055,0.0002544171,0.00003618674,0.2541239,0.000017728,0.00004852429,0.0003782862],"study_design_scores_gemma":[0.002149962,0.01715583,0.9744385,0.001996403,0.00007351366,0.001241599,0.0001052737,0.0002550404,0.002109332,0.0003169289,0.00003537557,0.000122172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975672,0.0005252934,0.00005660686,0.001249803,0.00008298734,0.0004505712,0.0000219901,0.000009550614,0.0000360317],"genre_scores_gemma":[0.9963927,0.0004538057,0.002327764,0.00065996,0.0000731024,0.00002311957,0.00001257833,0.00002290574,0.00003409011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2520145,"threshold_uncertainty_score":0.7643312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04069968861937372,"score_gpt":0.2909561129680062,"score_spread":0.2502564243486324,"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."}}