{"id":"W2070193705","doi":"10.1016/j.jclinepi.2008.08.003","title":"Poor reporting of search strategy and conflict of interest in over 250 narrative and systematic reviews of two biologic agents in arthritis: A systematic review","year":2008,"lang":"en","type":"review","venue":"Journal of Clinical Epidemiology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Society of Obstetricians and Gynaecologists of Canada","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; Agency for Healthcare Research and Quality","keywords":"Systematic review; Medicine; Critical appraisal; MEDLINE; Conflict of interest; Etanercept; Grey literature; Narrative review; Clinical trial; Publication bias; Alternative medicine; Meta-analysis; Family medicine; Rheumatoid arthritis; Internal medicine; Political science; Intensive care medicine; Pathology; Business; Finance","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","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.1044666,0.002362218,0.01418126,0.01634318,0.001283604,0.005513443,0.003026004,0.003614548,0.005452286],"category_scores_gemma":[0.3969046,0.002868249,0.01259223,0.01682284,0.002646594,0.005151926,0.004377822,0.002189773,0.0005287759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0097641,"about_ca_system_score_gemma":0.01983766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01408485,"about_ca_topic_score_gemma":0.05127384,"domain_scores_codex":[0.7820775,0.08149694,0.1143491,0.006461606,0.013878,0.001736892],"domain_scores_gemma":[0.586981,0.3015768,0.08328852,0.008339129,0.01811845,0.001696104],"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":[0.0008138441,0.00002515498,0.005095369,0.9000568,0.07011015,0.0002693335,0.0009705328,0.0001287289,0.0002469303,0.0002785012,0.003439573,0.01856504],"study_design_scores_gemma":[0.00216051,0.0002867906,0.01594931,0.531513,0.4340164,0.0007024849,0.0008328617,0.0003076322,0.0005002401,0.0007758132,0.01280145,0.0001534269],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01111766,0.9696894,0.002441556,0.002697727,0.0008314025,0.005508468,0.006178512,0.0001002385,0.001435042],"genre_scores_gemma":[0.2732609,0.6804761,0.01249573,0.01094593,0.0005894583,0.01691572,0.003986915,0.0002274997,0.001101773],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9858187,"threshold_uncertainty_score":0.5524788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7264917536219762,"score_gpt":0.607378617756835,"score_spread":0.1191131358651412,"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."}}