{"id":"W1995327518","doi":"10.1016/s0749-0720(02)00072-5","title":"Management of the dry cow in control of peripartum disease and mastitis","year":2003,"lang":"en","type":"review","venue":"Veterinary Clinics of North America Food Animal Practice","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":92,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Udder; Mastitis; Lactation; Medicine; Disease; Herd; Pregnancy; Biotechnology; Biology; Veterinary medicine; Internal medicine; Pathology","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":[0.0007738652,0.0006752058,0.001604629,0.001609031,0.0001811262,0.0006221958,0.001077164,0.0009333333,0.001966217],"category_scores_gemma":[0.0009379479,0.0001623078,0.0004240769,0.001446867,0.0003172667,0.0004790766,0.0003457016,0.0006981076,0.000437729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000420483,"about_ca_system_score_gemma":0.0008021435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003179709,"about_ca_topic_score_gemma":0.006683312,"domain_scores_codex":[0.9997696,0.00005607567,0.00004003071,0.00003697726,0.0000774443,0.00001983793],"domain_scores_gemma":[0.9995469,0.0002237454,0.00009002104,0.000007714619,0.0001001964,0.00003140625],"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":[0.0002146514,0.0001666991,0.0005338441,0.02338798,0.0001760652,0.0004401665,0.00007061367,0.0003040959,0.0009085399,0.0006602067,0.01191777,0.9612193],"study_design_scores_gemma":[0.0003398954,0.00142939,0.0164482,0.03307884,0.001578034,0.006939705,0.0005230315,0.0004496227,0.00115338,0.001293093,0.9367035,0.00006326638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002545209,0.9992579,0.00005305874,0.0000893842,0.00007952491,0.000003884365,0.000007430269,0.000002374177,0.000251923],"genre_scores_gemma":[0.002037379,0.9973037,0.000232348,0.0001161084,0.00009404652,0.000005330847,0.0000216309,6.024713e-7,0.0001887607],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003179709,"threshold_uncertainty_score":0.006577611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07323197943896627,"score_gpt":0.331044958182501,"score_spread":0.2578129787435347,"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."}}