{"id":"W3008509177","doi":"10.1017/s1466252319000276","title":"Comparative efficacy of teat sealants given prepartum for prevention of intramammary infections and clinical mastitis: a systematic review and network meta-analysis","year":2019,"lang":"en","type":"review","venue":"Animal Health Research Reviews","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Mastitis; Meta-analysis; Sealant; Relative risk; Incidence (geometry); Ice calving; Internal medicine; Dentistry; Confidence interval; Lactation; Pregnancy; 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":[0.01190835,0.002482835,0.01764335,0.00581139,0.0005483149,0.003393213,0.001676439,0.002289552,0.002903218],"category_scores_gemma":[0.0306117,0.001236014,0.02583336,0.005849814,0.0007062518,0.001618478,0.001424323,0.00176219,0.0002395971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003442969,"about_ca_system_score_gemma":0.004793093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007227082,"about_ca_topic_score_gemma":0.01403788,"domain_scores_codex":[0.9928858,0.00340319,0.001966959,0.0006254217,0.0008789355,0.0002397613],"domain_scores_gemma":[0.9853956,0.0108411,0.002250669,0.0003173363,0.001028193,0.0001670243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001980738,0.00004034824,0.001229193,0.6877169,0.2877657,0.00009486736,0.0000796875,0.0004263146,0.0002502333,0.0001781583,0.0004952538,0.01974263],"study_design_scores_gemma":[0.001085851,0.0004949038,0.002722514,0.077167,0.9147078,0.0001210541,0.00006962287,0.0002129673,0.0001957731,0.0002749497,0.002920002,0.00002748956],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003287248,0.9953259,0.0003158469,0.0001268262,0.0001003791,0.0003666541,0.00024706,0.00001507668,0.0002149856],"genre_scores_gemma":[0.08927402,0.9062989,0.001825409,0.0005428427,0.000154897,0.001237813,0.0003703479,0.00001551907,0.0002801945],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01764335,"threshold_uncertainty_score":0.06297815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7334575279456921,"score_gpt":0.5872131604722753,"score_spread":0.1462443674734167,"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."}}