{"id":"W1975306952","doi":"10.1111/zph.12128","title":"Introduction to Systematic Reviews in Animal Agriculture and Veterinary Medicine","year":2014,"lang":"en","type":"review","venue":"Zoonoses and Public Health","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Canadian Institutes of Health Research; Public Health Agency of Canada","keywords":"Systematic review; Selection (genetic algorithm); MEDLINE; Alternative medicine; Animal agriculture; Inclusion (mineral); Medicine; Grey literature; Management science; Agriculture; Veterinary medicine; Computer science; Psychology; Political science; Pathology; Biology; Engineering; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1963828,0.0007186263,0.02228467,0.001109352,0.0001824406,0.0007998305,0.0009848119,0.000236,0.001058203],"category_scores_gemma":[0.05904804,0.0002702816,0.0009315501,0.002576998,0.00006651255,0.0002381137,0.0002379583,0.0003961636,0.0007630753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000127283,"about_ca_system_score_gemma":0.0001960302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001056828,"about_ca_topic_score_gemma":0.0001039367,"domain_scores_codex":[0.9309221,0.04347297,0.02043157,0.002119201,0.002417534,0.0006366519],"domain_scores_gemma":[0.9826249,0.00418083,0.009236311,0.002717357,0.0003820057,0.0008585259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[6.55627e-7,0.00001728089,0.00001451747,0.2268144,0.00005051424,0.000001576045,0.0003139622,3.900881e-8,5.275473e-8,0.0009935305,0.1497454,0.6220481],"study_design_scores_gemma":[0.00006146792,0.0003434578,0.00005733556,0.03275372,0.0002044205,0.0002134152,0.0003141801,0.00001547692,6.231659e-10,0.00004802813,0.9657621,0.0002263947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003485009,0.9806507,0.0004298452,0.01251489,0.0003952371,0.00556397,0.00001216575,0.000006817363,0.0003915348],"genre_scores_gemma":[0.00004652247,0.99489,0.0005072138,0.001011947,0.001272001,0.000429641,0.00004359259,0.00002012064,0.001778927],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8160167,"threshold_uncertainty_score":0.999975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7751899026784125,"score_gpt":0.5647816519449631,"score_spread":0.2104082507334494,"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."}}