{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003200767,0.0001922799,0.0001845536,0.001287072,0.0002019485,0.0005947588,0.0001735377,0.0002966345,0.0007214545],"category_scores_gemma":[0.0008009326,0.0001430525,0.0002157685,0.0006215447,0.0002985277,0.0002470832,0.0002932285,0.0002807228,0.0001167242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002901329,"about_ca_system_score_gemma":0.0001751701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003774436,"about_ca_topic_score_gemma":0.005489321,"domain_scores_codex":[0.9994923,0.00005701564,0.00004788422,0.0001085245,0.0001304543,0.0001637732],"domain_scores_gemma":[0.9990451,0.0001071582,0.0004481313,0.00003074533,0.0001492939,0.0002195223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003821318,0.00005519403,0.9365571,0.00005991535,0.00005209956,0.0002795157,0.000158817,0.0000657332,0.05712194,0.00002584919,0.00007741335,0.005164275],"study_design_scores_gemma":[0.000001510824,0.0001721969,0.997015,0.000006510343,0.0000149723,0.0004306494,0.0001242411,0.00005915585,0.002022612,0.00000677864,0.0001431361,0.00000337196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993875,0.0001402862,0.00009869286,0.000005442948,0.000002013661,0.000003615458,0.0001202093,0.000003068074,0.0002392502],"genre_scores_gemma":[0.9993543,0.0000950565,0.0001414638,0.00001105711,0.000002921693,0.000002274663,0.0002649259,0.000001790072,0.0001262012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003774436,"threshold_uncertainty_score":0.00750494,"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."}}