{"id":"W3092842818","doi":"10.3899/jrheum.200593","title":"Publication Trends in Rheumatology Systematic Reviews and Randomized Clinical Trials, 1995–2017","year":2020,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Medicine; Randomized controlled trial; Internal medicine; Rheumatology; Clinical trial; MEDLINE; Systematic review","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.06030189,0.001023062,0.002850604,0.007216757,0.002171713,0.005800835,0.003422039,0.01076213,0.008151975],"category_scores_gemma":[0.337694,0.001645042,0.001774271,0.01018632,0.002672036,0.005273283,0.002341262,0.01006496,0.004864293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007680103,"about_ca_system_score_gemma":0.009296644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003630616,"about_ca_topic_score_gemma":0.008959467,"domain_scores_codex":[0.9368199,0.01737101,0.02292617,0.004808343,0.0166574,0.00141711],"domain_scores_gemma":[0.5709112,0.2458785,0.07631472,0.006067495,0.09223849,0.008589664],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003612231,0.00002538993,0.003073222,0.004051084,0.0003078039,0.0003300154,0.0001998753,0.00006482704,0.0001031904,0.0009377705,0.9548509,0.03569474],"study_design_scores_gemma":[0.001039349,0.0003147012,0.01652293,0.02590038,0.001957681,0.002922711,0.0007825501,0.001677837,0.0009366649,0.006171824,0.9414477,0.0003254901],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001065608,0.02325469,0.0005564819,0.8547531,0.1179703,0.0000700767,0.001146559,0.0001151355,0.001068028],"genre_scores_gemma":[0.01442959,0.02881295,0.001730355,0.6249942,0.3246459,0.0003440391,0.0008286323,0.0002248966,0.003989398],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9927832,"threshold_uncertainty_score":0.3189107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7740211935306628,"score_gpt":0.5686661164451474,"score_spread":0.2053550770855154,"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."}}