{"id":"W7023800568","doi":"","title":"Prevalence and risk factors for antimicrobial resistance in generic fecal Escherichia coli isolated from Alberta finishing swine","year":2007,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feces; Antibiotic resistance; Antimicrobial; Tetracycline; Streptomycin; Sulfisoxazole; Cephalosporin","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002701446,0.0001968638,0.0001493648,0.0007212434,0.0002650175,0.0004645479,0.0002468522,0.0003092634,0.000847548],"category_scores_gemma":[0.0005946596,0.0001662013,0.0001604023,0.0005795531,0.0003064928,0.000130042,0.0001755002,0.0002231353,0.0000981855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009378309,"about_ca_system_score_gemma":0.0007510018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1404124,"about_ca_topic_score_gemma":0.203917,"domain_scores_codex":[0.9996166,0.00003818582,0.00002182918,0.00006642162,0.0001511183,0.0001058505],"domain_scores_gemma":[0.9995421,0.00006473542,0.0001967026,0.00001741046,0.00007864507,0.0001004178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004005583,0.00001800334,0.9981414,0.000003563796,0.000006955802,0.00006609099,0.00007428939,0.00002799384,0.0007751094,0.000004392223,0.00002986279,0.00081235],"study_design_scores_gemma":[5.052026e-7,0.00004348545,0.9996663,0.000001647896,0.000002237042,0.00005536155,0.0001041212,0.00003655272,0.00004457781,0.000002208158,0.00004207594,8.68293e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997209,0.00003702655,0.00001599673,0.000007383041,7.046461e-7,0.000001301688,0.00004589801,9.156549e-7,0.0001699097],"genre_scores_gemma":[0.9995534,0.00006674314,0.00004454014,0.000008800326,0.00000190559,0.000001456908,0.0001322805,7.426922e-7,0.000190178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8595877,"threshold_uncertainty_score":0.2791901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01632259927825381,"score_gpt":0.2407942093209511,"score_spread":0.2244716100426973,"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."}}