{"id":"W2115878443","doi":"10.1186/1745-6215-10-101","title":"Subgroup Analysis of Trials Is Rarely Easy (SATIRE): a study protocol for a systematic review to characterize the analysis, reporting, and claim of subgroup effects in randomized trials","year":2009,"lang":"en","type":"review","venue":"Trials","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Institute for Work & Health; McMaster University","funders":"Canadian Institutes of Health Research; National Natural Science Foundation of China; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Subgroup analysis; Medicine; Randomized controlled trial; MEDLINE; Psychological intervention; Family medicine; Clinical trial; Systematic review; Meta-analysis; Internal medicine; Psychiatry","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":[0.4576562,0.007487328,0.01904943,0.02111718,0.006396956,0.01080722,0.006556636,0.01818606,0.03020584],"category_scores_gemma":[0.5801895,0.009591466,0.0261309,0.02083417,0.01032439,0.01358326,0.009084989,0.01435283,0.01170827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01387271,"about_ca_system_score_gemma":0.05252529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001961781,"about_ca_topic_score_gemma":0.005271691,"domain_scores_codex":[0.4532983,0.3559845,0.1480433,0.01449936,0.02403581,0.004138723],"domain_scores_gemma":[0.4512446,0.3235794,0.07167476,0.06600145,0.08101912,0.006480637],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.02368959,0.001344226,0.003377648,0.6759043,0.01395997,0.001274895,0.009788006,0.003427651,0.004280763,0.02874145,0.09904066,0.1351709],"study_design_scores_gemma":[0.1107963,0.005830571,0.01147968,0.4781923,0.01587929,0.001367213,0.004194119,0.0151497,0.006030107,0.07518524,0.274175,0.001720538],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003185116,0.0007894571,0.008238984,0.0005608285,0.0006322699,0.9877632,0.001099648,0.0002005948,0.0003965501],"genre_scores_gemma":[0.0003177335,0.0001510102,0.01793338,0.00019677,0.00003176425,0.9811551,0.000112398,0.00001914469,0.00008273854],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.5423437,"threshold_uncertainty_score":0.6688064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8641606535245587,"score_gpt":0.6571716634468714,"score_spread":0.2069889900776873,"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."}}