{"id":"W3173924304","doi":"10.1016/j.tvjl.2021.105713","title":"A multidisciplinary approach to reduce and refine antimicrobial drugs use for diarrhoea in dairy calves","year":2021,"lang":"en","type":"article","venue":"The Veterinary Journal","topic":"Animal health and immunology","field":"Veterinary","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Antimicrobial; Diarrhea; Trimethoprim; Incidence (geometry); Veterinary medicine; Internal medicine; Odds ratio; Antibiotics; Biology; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001504268,0.0003386317,0.000320298,0.0008558669,0.001241967,0.001038234,0.0006121484,0.0007814997,0.001587753],"category_scores_gemma":[0.002130887,0.0001466065,0.0005513663,0.0002662216,0.0002613926,0.0004627736,0.002783961,0.0009702334,0.0001740751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001424375,"about_ca_system_score_gemma":0.007225392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01076705,"about_ca_topic_score_gemma":0.03018711,"domain_scores_codex":[0.99893,0.0004549567,0.0000893364,0.0001130262,0.0002091499,0.000203491],"domain_scores_gemma":[0.9988627,0.0001773094,0.000174179,0.00003185324,0.0002609918,0.0004929062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000958349,0.01136543,0.1523731,0.001659196,0.0005219479,0.002782537,0.005140152,0.004641308,0.02520448,0.001524628,0.009185079,0.7846439],"study_design_scores_gemma":[0.0006036898,0.01296705,0.8265004,0.005792236,0.001012713,0.004644418,0.03076692,0.01546111,0.01151204,0.005263771,0.08525643,0.0002193209],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9280112,0.008846965,0.02312155,0.02114862,0.0004243824,0.001502959,0.0001697555,0.0001907365,0.01658383],"genre_scores_gemma":[0.9340971,0.005540202,0.05089559,0.003618657,0.0001731777,0.0004781461,0.000135028,0.00001644911,0.005045718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01076705,"threshold_uncertainty_score":0.02140874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1198564936504073,"score_gpt":0.3732043041643617,"score_spread":0.2533478105139545,"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."}}