{"id":"W4313410932","doi":"10.3390/dairy3040061","title":"Mastitis: Impact of Dry Period, Pathogens, and Immune Responses on Etiopathogenesis of Disease and its Association with Periparturient Diseases","year":2022,"lang":"en","type":"article","venue":"Dairy","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Mastitis; Udder; Disease; Innate immune system; Immunology; Immune system; Biology; Immunity; Pathogenic bacteria; Medicine; Bacteria; Microbiology; Internal medicine","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":[0.0004781856,0.0003628984,0.0007030797,0.0008961764,0.0001878563,0.0008626632,0.0003595693,0.0006317415,0.001535582],"category_scores_gemma":[0.0006000052,0.0001361709,0.0004141785,0.000920632,0.0002936193,0.0006822892,0.0003755949,0.000611637,0.0003559272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003787556,"about_ca_system_score_gemma":0.0005157118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007557123,"about_ca_topic_score_gemma":0.0007804649,"domain_scores_codex":[0.9997601,0.00005836087,0.00003920683,0.0000506935,0.00006204023,0.00002956508],"domain_scores_gemma":[0.9997547,0.0001052001,0.00006932471,0.000005087496,0.0000478841,0.00001769577],"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":[0.0006749369,0.0001383038,0.01066834,0.0408073,0.0004764032,0.002349005,0.0007546208,0.0005047168,0.02315106,0.003818139,0.01749082,0.8991663],"study_design_scores_gemma":[0.00005011781,0.001416457,0.1025267,0.01527422,0.001227818,0.02372178,0.001270954,0.0004225194,0.006746711,0.004689942,0.8425621,0.00009062027],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001669982,0.9973121,0.0001138751,0.0002722554,0.0001159292,0.00000295434,0.00002047439,0.000003250161,0.0004893066],"genre_scores_gemma":[0.008884891,0.9897248,0.0002029726,0.0002250343,0.0002932927,0.000006160476,0.00004565004,0.000001513639,0.0006157574],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001535582,"threshold_uncertainty_score":0.005137086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398207606612475,"score_gpt":0.2313911863523144,"score_spread":0.2174091102861896,"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."}}