{"id":"W4408800552","doi":"10.1017/s1466252325000015","title":"A systematic review of disease control strategies in beef herds, part 1: preweaned calf mortality","year":2023,"lang":"en","type":"review","venue":"Animal Health Research Reviews","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Calgary","funders":"","keywords":"Medicine; Herd; Disease control; Disease; Coronavirus disease 2019 (COVID-19); Veterinary medicine; Virology; Internal medicine; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02708811,0.0005969929,0.00783539,0.0001271076,0.0002247633,0.00006331863,0.001201545,0.0002179572,0.0002882927],"category_scores_gemma":[0.005817568,0.000218641,0.001305829,0.002311564,0.0002446483,0.0001668052,0.000346385,0.0008889734,0.0006924726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002404092,"about_ca_system_score_gemma":0.0005315772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001249329,"about_ca_topic_score_gemma":0.001562104,"domain_scores_codex":[0.9765821,0.01552329,0.004542279,0.001008195,0.000948258,0.001395943],"domain_scores_gemma":[0.9940019,0.002878755,0.001694582,0.0004559344,0.0002108484,0.0007580355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002726117,0.0001202919,0.00002999474,0.9467517,0.00008399648,0.00002595629,0.000004597742,2.174551e-8,1.340082e-7,0.001331925,0.01350322,0.03812092],"study_design_scores_gemma":[0.00004502207,0.0003607871,0.0006107223,0.556482,0.0003115193,6.028043e-7,0.00003163258,0.00000450696,1.231679e-9,0.000116152,0.4418513,0.0001858356],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001954091,0.9817297,4.298881e-7,0.001213004,0.00005417225,0.01622791,0.0004514763,0.0000605255,0.0002432007],"genre_scores_gemma":[0.00003838893,0.9941385,0.000004259571,0.000663228,0.000235115,0.004035513,0.0005931939,0.000008928964,0.0002828551],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.428348,"threshold_uncertainty_score":0.9388254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5519209489550707,"score_gpt":0.5330230206778979,"score_spread":0.01889792827717285,"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."}}