{"id":"W2009966581","doi":"10.1177/0962280208092559","title":"Meta-analyses of safety data: a comparison of exact versus asymptotic methods","year":2008,"lang":"en","type":"review","venue":"Statistical Methods in Medical Research","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Health Canada","keywords":"Computer science; Statistics; Mathematics; Medicine; Econometrics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2938809,0.002914543,0.0146576,0.01564759,0.0009184605,0.007713273,0.004313242,0.003445379,0.003294189],"category_scores_gemma":[0.640708,0.002290589,0.02170013,0.01612566,0.001822455,0.01092097,0.004545879,0.003723604,0.000548215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003069886,"about_ca_system_score_gemma":0.004080337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009731501,"about_ca_topic_score_gemma":0.001666701,"domain_scores_codex":[0.3968685,0.50806,0.05764308,0.007905866,0.02875726,0.0007652605],"domain_scores_gemma":[0.3010679,0.6396636,0.02832556,0.0217766,0.008615913,0.0005504212],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01208615,0.0003265531,0.01408188,0.1907044,0.2045469,0.0005264134,0.0009459,0.01645205,0.0007446344,0.04445659,0.006004001,0.5091246],"study_design_scores_gemma":[0.02311035,0.009208121,0.02191229,0.1049542,0.4189572,0.004005347,0.0009761014,0.06476481,0.003376374,0.2862865,0.0610178,0.001430939],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.01213845,0.5867001,0.3880427,0.002142543,0.001157075,0.004650562,0.002065033,0.0005035531,0.002599898],"genre_scores_gemma":[0.2050178,0.1816415,0.5882314,0.00237296,0.00154641,0.01806648,0.002194369,0.0003764525,0.0005527769],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7061191,"threshold_uncertainty_score":0.8707706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9908641569893527,"score_gpt":0.8447660122197003,"score_spread":0.1460981447696524,"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."}}