{"id":"W4292259607","doi":"10.3390/microorganisms10081652","title":"Antimicrobial Use and Resistance in Surplus Dairy Calf Production Systems","year":2022,"lang":"en","type":"review","venue":"Microorganisms","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Antimicrobial; Production (economics); Antimicrobial stewardship; Dairy cattle; Business; Antibiotic resistance; Biotechnology; Biology; Economics; Microbiology; Animal science; Antibiotics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006812011,0.0005240362,0.001448869,0.0006429483,0.0004845972,0.0001803094,0.0003184462,0.0006589757,0.0008053522],"category_scores_gemma":[0.0002160779,0.0004972162,0.000231619,0.0007686499,0.0002827122,0.0001922574,0.0004142867,0.001352074,0.0003525484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004869487,"about_ca_system_score_gemma":0.0005156279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008406174,"about_ca_topic_score_gemma":0.0004385971,"domain_scores_codex":[0.9962795,0.001182468,0.0007967032,0.001009829,0.00006302507,0.0006684693],"domain_scores_gemma":[0.9987164,0.0002349554,0.0002788439,0.0006472332,0.00006774192,0.00005481786],"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":[0.0005655252,0.003094642,0.0004034698,0.09342521,0.00255232,0.001013375,0.001691253,0.000009460901,0.2621907,0.00278249,0.3768251,0.2554465],"study_design_scores_gemma":[0.0003862697,0.00002791959,0.00001513728,0.002029754,0.0002165415,0.0006688027,0.00004401945,2.729626e-8,0.0003982006,0.000007721507,0.9957194,0.0004861584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001548459,0.9938087,0.00000832946,0.00003187433,0.002306737,0.001532203,0.0005377488,0.0000999101,0.0001260786],"genre_scores_gemma":[0.0002384609,0.9907044,0.0000424206,0.00002101565,0.000109698,0.000165041,0.00113061,0.0001038864,0.007484496],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6188943,"threshold_uncertainty_score":0.9997479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05880897774855026,"score_gpt":0.3021838772789197,"score_spread":0.2433748995303694,"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."}}