{"id":"W3180873003","doi":"10.1016/j.prevetmed.2021.105433","title":"Systematic review and meta-analysis of probiotic use on inflammatory biomarkers and disease prevention in cattle","year":2021,"lang":"en","type":"review","venue":"Preventive Veterinary Medicine","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Meta-analysis; Medicine; Disease; Population; Systematic review; Internal medicine; Randomized controlled trial; Probiotic; Immunology; MEDLINE; Environmental health; Biology","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":[0.006962582,0.002601375,0.01789967,0.004137173,0.0006640412,0.003118822,0.001802247,0.00241184,0.004182599],"category_scores_gemma":[0.0215019,0.001391736,0.02888568,0.005565072,0.0007687624,0.001342143,0.001971519,0.002020047,0.0003655175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00199435,"about_ca_system_score_gemma":0.004283762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01409971,"about_ca_topic_score_gemma":0.03272097,"domain_scores_codex":[0.9945404,0.002124343,0.001868276,0.0006506298,0.0005596519,0.0002568582],"domain_scores_gemma":[0.9911164,0.00621586,0.001532202,0.0002912197,0.0006747835,0.000169611],"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":[0.002194907,0.00003774088,0.002855724,0.4736635,0.5087569,0.0001238302,0.0001068878,0.0002586489,0.0003145063,0.00008515955,0.0005184249,0.01108377],"study_design_scores_gemma":[0.0007003715,0.0002040442,0.00414589,0.02912414,0.9637873,0.00007544125,0.00005924372,0.0000763156,0.00007676487,0.0001203091,0.001604807,0.0000253115],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003836394,0.9951335,0.0002301937,0.00009047563,0.0001242439,0.0001200031,0.0003232902,0.0000127518,0.0001291989],"genre_scores_gemma":[0.1122518,0.8843963,0.001229608,0.0007225762,0.0001959089,0.0003893286,0.0004734917,0.00002032201,0.0003208395],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01789967,"threshold_uncertainty_score":0.03682208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1916289433938031,"score_gpt":0.3745031721852742,"score_spread":0.1828742287914711,"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."}}