{"id":"W4310196553","doi":"10.3390/ani12233288","title":"Diagnosing Intramammary Infection: Meta-Analysis and Mapping Review on Frequency and Udder Health Relevance of Microorganism Species Isolated from Bovine Milk Samples","year":2022,"lang":"en","type":"review","venue":"Animals","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation; University of Calgary; University of Guelph; Université de Montréal","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Microorganism; Udder; Staphylococcus epidermidis; Mastitis; Staphylococcus; Bovine milk; Biology; Somatic cell count; Microbiology; Veterinary medicine; Staphylococcus aureus; Food science; Medicine; Ice calving; Bacteria; Lactation; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0102065,0.002073332,0.01224753,0.008899868,0.0005641117,0.00311401,0.001961619,0.00178302,0.002682756],"category_scores_gemma":[0.02371216,0.00114494,0.03460558,0.01024768,0.0006175157,0.001495309,0.001401149,0.001369474,0.0002739141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001588503,"about_ca_system_score_gemma":0.003096263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007634378,"about_ca_topic_score_gemma":0.01324468,"domain_scores_codex":[0.9923638,0.003016636,0.002342319,0.001254231,0.0007169358,0.0003060962],"domain_scores_gemma":[0.9765321,0.01845488,0.002743199,0.0007618298,0.001221672,0.0002863789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001660482,0.00003613725,0.02628472,0.2920079,0.655857,0.0003280473,0.0001525369,0.0006842112,0.0005841838,0.0002003065,0.001020298,0.02118417],"study_design_scores_gemma":[0.0001577414,0.0001532731,0.01368915,0.01931117,0.9635115,0.0002120324,0.00007527968,0.0002077621,0.0001635751,0.000180612,0.002313223,0.00002469904],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007008909,0.9909976,0.0004969607,0.0002525728,0.00009182611,0.00006608873,0.0008667281,0.00001749228,0.0002019353],"genre_scores_gemma":[0.2326267,0.7618747,0.002082005,0.0008303948,0.0002301443,0.000333249,0.001742995,0.00004101031,0.0002387572],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01224753,"threshold_uncertainty_score":0.05397779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1988790269817247,"score_gpt":0.3278027230329974,"score_spread":0.1289236960512727,"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."}}