{"id":"W4400428269","doi":"10.1080/01652176.2024.2363626","title":"Immunotherapy in mastitis: state of knowledge, research gaps and way forward","year":2024,"lang":"en","type":"article","venue":"Veterinary Quarterly","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Department of Biotechnology, Ministry of Science and Technology, India","keywords":"Mastitis; Immunotherapy; Medicine; Antibiotic resistance; Antibiotics; Immune system; Intensive care medicine; Immunology; Biotechnology; 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":[0.003806622,0.0006971838,0.001987175,0.001315199,0.0005949671,0.003358354,0.001217199,0.003507153,0.005207641],"category_scores_gemma":[0.003998521,0.0003563245,0.00105448,0.001718613,0.001310206,0.004139814,0.001292426,0.003158564,0.001535872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008875787,"about_ca_system_score_gemma":0.004921854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001405582,"about_ca_topic_score_gemma":0.002184666,"domain_scores_codex":[0.9992869,0.0001981091,0.0001323557,0.0001353179,0.0001479365,0.00009940618],"domain_scores_gemma":[0.9944102,0.003944026,0.0004639241,0.0001126681,0.0007680304,0.0003010684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002891234,0.0001872753,0.0007829893,0.03769046,0.0001485532,0.0001978548,0.0003309023,0.0003898581,0.001808774,0.006886784,0.01846829,0.9328192],"study_design_scores_gemma":[0.0000774955,0.0007757985,0.002690138,0.04378578,0.0008043367,0.001234842,0.001573744,0.0006607903,0.001414513,0.01762249,0.929269,0.00009117819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002181579,0.9964155,0.0001938744,0.002425275,0.0003501152,0.000005981275,0.00001998853,0.000009362057,0.0003616815],"genre_scores_gemma":[0.002330699,0.994723,0.0006717469,0.001361911,0.0006660358,0.00001752013,0.00003833758,0.000003243013,0.0001875445],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005207641,"threshold_uncertainty_score":0.02013159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06139898160011899,"score_gpt":0.3352152827451442,"score_spread":0.2738163011450253,"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."}}