{"id":"W3007331874","doi":"10.1017/s1466252319000197","title":"Systematic reviews and meta-analyses in animal health, performance, and on-farm food safety: a scoping review","year":2019,"lang":"en","type":"review","venue":"Animal Health Research Reviews","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Systematic review; Meta-analysis; Livestock; Animal health; MEDLINE; Agriculture; Wildlife; Medicine; Environmental health; Veterinary medicine; Geography; Political science; Biology; 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":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.04688578,0.002848303,0.01374542,0.0243798,0.001159394,0.005303107,0.002315425,0.003098945,0.004401995],"category_scores_gemma":[0.153144,0.002217791,0.0169069,0.02139144,0.001287358,0.004544929,0.003185439,0.002606842,0.0006576593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006957912,"about_ca_system_score_gemma":0.02100799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008967977,"about_ca_topic_score_gemma":0.02801629,"domain_scores_codex":[0.96006,0.01864928,0.01305829,0.001736111,0.005742738,0.0007535477],"domain_scores_gemma":[0.8870202,0.08407929,0.01427874,0.00263784,0.01136586,0.0006180088],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002053854,0.00001907194,0.0009267215,0.9111248,0.02852893,0.0001060143,0.0002136245,0.0002437698,0.0001799103,0.0005353669,0.003261848,0.05465461],"study_design_scores_gemma":[0.0001623136,0.000135567,0.002226244,0.8724964,0.1072822,0.0001845363,0.0001951298,0.0001770054,0.0001582017,0.0009168074,0.01602564,0.00003993798],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003336305,0.997758,0.0003914616,0.000459097,0.000198691,0.0004435722,0.0002034999,0.0000149887,0.0001971783],"genre_scores_gemma":[0.007177492,0.98832,0.001962641,0.0006833254,0.0002063705,0.001251016,0.0002615603,0.0000127963,0.0001248453],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9862546,"threshold_uncertainty_score":0.2479587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8759040546388718,"score_gpt":0.6538236925650985,"score_spread":0.2220803620737732,"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."}}