{"id":"W2796431558","doi":"10.1186/s13643-017-0668-3","title":"A comparison of meta-analytic methods for synthesizing evidence from explanatory and pragmatic trials","year":2018,"lang":"en","type":"article","venue":"Systematic Reviews","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; Hotchkiss Brain Institute; University of Calgary; Impact; University of Lethbridge","funders":"University of Calgary","keywords":"Meta-analysis; Medicine; Random effects model; Meta-regression; Covariate; Clinical trial; Randomized controlled trial; Publication bias; MEDLINE; Research design; Statistics; Econometrics; Internal medicine; Mathematics","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":[0.5116267,0.006829364,0.0218391,0.03444858,0.001719051,0.01360049,0.007836817,0.006439612,0.005904972],"category_scores_gemma":[0.8124252,0.005885721,0.04067913,0.02194268,0.003451369,0.008138423,0.008257141,0.006226138,0.000712773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007863393,"about_ca_system_score_gemma":0.01286254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004465119,"about_ca_topic_score_gemma":0.005279618,"domain_scores_codex":[0.238391,0.6813172,0.05243445,0.007982986,0.01938911,0.0004851769],"domain_scores_gemma":[0.1526065,0.7769805,0.02921879,0.02389994,0.01632644,0.0009678889],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"meta_analysis","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.009167681,0.00031267,0.006952358,0.2205772,0.3827567,0.0003191727,0.003145214,0.0244803,0.0007360969,0.02139211,0.006374594,0.323786],"study_design_scores_gemma":[0.02890739,0.003621197,0.009143103,0.1623157,0.4617639,0.0007019311,0.001840915,0.1208725,0.002567692,0.1725676,0.03393303,0.001765144],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008251666,0.2042163,0.7468882,0.006211416,0.003051604,0.02496726,0.002685811,0.001559901,0.002167805],"genre_scores_gemma":[0.06805722,0.02827058,0.8582646,0.001247622,0.0005769492,0.04213857,0.0008982461,0.0003119298,0.0002342906],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4883733,"threshold_uncertainty_score":0.6022512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9554175615575015,"score_gpt":0.6985533246018266,"score_spread":0.2568642369556748,"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."}}