{"id":"W2018803491","doi":"10.1007/s40273-014-0179-1","title":"Network vs. Pairwise Meta-Analyses: A Case Study of the Impact of an Evidence-Synthesis Paradigm on Value of Information Outcomes","year":2014,"lang":"en","type":"article","venue":"PharmacoEconomics","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health Research Institute; Vancouver Coastal Health; Centre for Advancing Health Outcomes; St. Paul's Hospital; McMaster University; University of British Columbia","funders":"","keywords":"Placebo; Pharmacotherapy; Medicine; Meta-analysis; Randomized controlled trial; Pairwise comparison; Quality-adjusted life year; Random effects model; Bayesian probability; Internal medicine; Statistics; Cost effectiveness; Mathematics","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"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2452973,0.00240266,0.003152395,0.005021667,0.001564865,0.004940664,0.002575021,0.003982603,0.005022784],"category_scores_gemma":[0.5821338,0.0009142203,0.005814348,0.00460953,0.002943105,0.009462654,0.004794666,0.00622663,0.0002622441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004812161,"about_ca_system_score_gemma":0.005069367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002750035,"about_ca_topic_score_gemma":0.004728401,"domain_scores_codex":[0.5573345,0.415581,0.009807885,0.005730504,0.01061743,0.0009287287],"domain_scores_gemma":[0.1668371,0.8123629,0.008533115,0.007145807,0.004523598,0.0005974914],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0149801,0.0008473895,0.02916846,0.03472434,0.05516094,0.001624455,0.00570269,0.07177763,0.001902626,0.2931056,0.006088353,0.4849173],"study_design_scores_gemma":[0.004556339,0.003320632,0.007677388,0.01191883,0.05220358,0.001637768,0.001783657,0.1666255,0.003865927,0.7306245,0.01551244,0.0002733879],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1524018,0.05820824,0.6903429,0.04603845,0.001461138,0.005272371,0.001900009,0.0003264257,0.04404863],"genre_scores_gemma":[0.7199131,0.007210474,0.2665249,0.002439941,0.0004187108,0.002399272,0.0002125376,0.0001444891,0.0007365731],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7547027,"threshold_uncertainty_score":0.9306828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7468746274918396,"score_gpt":0.5769829321063179,"score_spread":0.1698916953855217,"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."}}