{"id":"W3020584192","doi":"10.1111/j.1939-1676.2009.0441.x","title":"The REFLECT Statement: Methods and Processes of Creating Reporting Guidelines for Randomized Controlled Trials for Livestock and Food Safety","year":2009,"lang":"en","type":"article","venue":"Journal of Veterinary Internal Medicine","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Population and Public Health; Canadian Institutes of Health Research; Food Safety and Inspection Service; Public Health Agency; Public Health Agency of Canada; U.S. Department of Agriculture","keywords":"Checklist; Consolidated Standards of Reporting Trials; Medicine; Livestock; Terminology; Randomized controlled trial; Statement (logic); Alternative medicine; Clinical trial; Food safety; Environmental health; Family medicine; Psychology; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7216656,0.00803543,0.01166043,0.02872134,0.004953104,0.02074912,0.01212238,0.01913825,0.0350437],"category_scores_gemma":[0.8771452,0.01092978,0.02244949,0.02647095,0.009591199,0.01137918,0.01308048,0.02896507,0.03046464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01217364,"about_ca_system_score_gemma":0.04700175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002212629,"about_ca_topic_score_gemma":0.002251678,"domain_scores_codex":[0.1087645,0.6989102,0.1590558,0.006226799,0.02516817,0.001874512],"domain_scores_gemma":[0.06676043,0.6409264,0.0976721,0.08344316,0.1075152,0.003682621],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003205889,0.0004435942,0.00180776,0.1093224,0.005697318,0.0004588339,0.004584785,0.003928238,0.001744633,0.05667259,0.5532687,0.2588654],"study_design_scores_gemma":[0.008804771,0.001075968,0.003405925,0.1318097,0.004208984,0.0008256324,0.001499693,0.01439639,0.005014756,0.09155726,0.7362425,0.001158567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0008173381,0.006007562,0.6628271,0.03813604,0.01943572,0.2371555,0.01779028,0.009284958,0.008545506],"genre_scores_gemma":[0.002742977,0.003090301,0.6216482,0.004910599,0.001889873,0.3594705,0.003305207,0.00130804,0.001634229],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2783344,"threshold_uncertainty_score":0.343236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8709816156385561,"score_gpt":0.6868363315363445,"score_spread":0.1841452841022116,"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."}}