{"id":"W6942175376","doi":"10.1371/journal.pone.0282897.s003","title":"A heatmap of antimicrobial resistance in &lt;i&gt;E&lt;/i&gt;. &lt;i&gt;coli&lt;/i&gt; isolates collected from Canadian turkey flocks by region in 2020 (n = 223) and 2021 (n = 429).","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nalidixic acid; Ampicillin; Ciprofloxacin; Streptomycin; Amoxicillin; Antibiotic resistance; Gentamicin; Antimicrobial; Cefoxitin","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":[0.0002830126,0.0007885111,0.0003804414,0.003305378,0.0006315738,0.0008470269,0.0008168618,0.0002276102,0.1313443],"category_scores_gemma":[0.001202811,0.0001888315,0.0006652786,0.005882326,0.0003276824,0.0004255451,0.0005205515,0.0005453427,0.01670598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644435,"about_ca_system_score_gemma":0.00313879,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.342055,"about_ca_topic_score_gemma":0.530919,"domain_scores_codex":[0.9997191,0.00001595709,0.00001217239,0.00007596333,0.0000793219,0.00009740955],"domain_scores_gemma":[0.9987551,0.0001977035,0.0001620261,0.00007495238,0.0006615361,0.0001487471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002915484,0.00006626511,0.03479658,0.001564459,0.00006697759,0.0001388902,0.0003104794,0.001510731,0.002618911,0.001334426,0.9025311,0.05476962],"study_design_scores_gemma":[0.00007683453,0.00007784358,0.5078541,0.0004867373,0.0000872681,0.0002620795,0.0012957,0.001579417,0.001558467,0.0007057895,0.485957,0.00005886571],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01850302,0.0006469323,0.001282288,0.0003478682,0.0002988301,0.00018797,0.9444287,0.001677405,0.0326268],"genre_scores_gemma":[0.1102933,0.001630998,0.01223567,0.0004113817,0.00009638462,0.0002900381,0.8176634,0.000873132,0.05650562],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.657945,"threshold_uncertainty_score":0.6801281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009678878971112527,"score_gpt":0.1928839834186431,"score_spread":0.1832051044475306,"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."}}