{"id":"W3125388758","doi":"10.21203/rs.3.rs-137730/v1","title":"Are the Subgroup Analyses in Stroke Clinical Trials Credible? – Protocol for a Systematic Review","year":2021,"lang":"en","type":"review","venue":"Research Square (Research Square)","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Calgary","funders":"U.S. Department of Defense","keywords":"Protocol (science); Stroke (engine); Subgroup analysis; Clinical trial; Medicine; Systematic review; Meta-analysis; MEDLINE; Alternative medicine; Political science; Internal medicine; Pathology; Engineering; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","research_integrity"],"category_scores_codex":[0.2350867,0.001543927,0.01950572,0.00406277,0.0007961249,0.0007361777,0.003839829,0.001445158,0.001020232],"category_scores_gemma":[0.2923068,0.0008680649,0.006972469,0.009300085,0.001366592,0.0002446666,0.002932961,0.01052322,0.0005541405],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002697413,"about_ca_system_score_gemma":0.006530388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001686973,"about_ca_topic_score_gemma":0.0001079251,"domain_scores_codex":[0.8806482,0.08667117,0.0116197,0.003641825,0.01275319,0.004665945],"domain_scores_gemma":[0.8760663,0.1020944,0.003792702,0.008048893,0.008350063,0.001647683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002277229,0.0009688932,0.00005119529,0.7144307,0.001930163,0.0007611977,0.00003510842,2.109964e-7,0.00000108043,0.0001207269,0.2554264,0.02604659],"study_design_scores_gemma":[0.00193184,0.0007635347,0.00001017059,0.5119292,0.001819032,0.00005916705,0.001012121,0.00003402798,0.000002482831,0.00001608233,0.4820519,0.0003703901],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.062688e-7,0.564042,0.00006176601,0.001590115,0.00007928154,0.4329011,0.0003218737,0.00007393814,0.0009296119],"genre_scores_gemma":[0.000001093314,0.5176619,0.0001710089,0.0001464362,0.0009831988,0.4763875,0.0002994701,0.0002048135,0.004144554],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2266255,"threshold_uncertainty_score":0.999893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7721835795919465,"score_gpt":0.7038757321590098,"score_spread":0.06830784743293672,"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."}}