{"id":"W2978443374","doi":"10.1111/evj.13151","title":"Clinical insights: Antimicrobials in an age of resistance","year":2019,"lang":"en","type":"letter","venue":"Equine Veterinary Journal","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antibiotic resistance; Antimicrobial; Resistance (ecology); Medicine; Biology; Microbiology; Ecology; Antibiotics","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":[0.0008570623,0.0005475939,0.0007168845,0.001267634,0.0007332852,0.00262668,0.0006084101,0.003691532,0.02583674],"category_scores_gemma":[0.008339532,0.0001939822,0.0003905355,0.001265165,0.001021232,0.002790266,0.001728493,0.003770853,0.008044135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009969334,"about_ca_system_score_gemma":0.001492289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001383221,"about_ca_topic_score_gemma":0.002109123,"domain_scores_codex":[0.998746,0.0003816641,0.0001318636,0.0001290717,0.0004060919,0.0002052067],"domain_scores_gemma":[0.996973,0.0007134042,0.0005460057,0.0001263768,0.001013075,0.0006280898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003099099,0.0002945428,0.03388225,0.00203787,0.00006665701,0.02867037,0.001363601,0.0001587625,0.002223322,0.01213146,0.5238181,0.3950433],"study_design_scores_gemma":[0.00004338632,0.0003266087,0.01825663,0.004647412,0.0000636046,0.1063396,0.001955506,0.0002154309,0.0004193754,0.01087679,0.8568083,0.00004747501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.02413425,0.430977,0.005812549,0.3143082,0.01202871,0.0002644309,0.001622149,0.0006768855,0.2101759],"genre_scores_gemma":[0.2632289,0.4195171,0.009874647,0.1932296,0.03674358,0.0001943821,0.001942487,0.000280294,0.07498906],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02583674,"threshold_uncertainty_score":0.08643252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04800474455432631,"score_gpt":0.3437345534408887,"score_spread":0.2957298088865624,"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."}}