{"id":"W4316254375","doi":"10.3899/jrheum.221028","title":"The Use of Reporting Guidelines in Rheumatology: A Cross-Sectional Study of Over 850 Manuscripts Published in 5 Major Rheumatology Journals","year":2023,"lang":"en","type":"review","venue":"The Journal of Rheumatology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Guideline; Observational study; Family medicine; Strengthening the reporting of observational studies in epidemiology; Systematic review; Alternative medicine; MEDLINE; Cross-sectional study; Meta-analysis; Trial registration; Internal medicine; Clinical trial; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03452741,0.0006247562,0.007122513,0.001970817,0.0001744091,0.0001006759,0.001136756,0.0008033313,0.0001734137],"category_scores_gemma":[0.1816262,0.0003544042,0.0009660072,0.00175336,0.0005871344,0.000607326,0.0005489932,0.003146697,0.0000112573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002966963,"about_ca_system_score_gemma":0.002192569,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009564511,"about_ca_topic_score_gemma":0.007848203,"domain_scores_codex":[0.9546846,0.004355259,0.03822012,0.0005441853,0.001390294,0.0008055413],"domain_scores_gemma":[0.9243323,0.02547482,0.04622987,0.001151857,0.002643575,0.0001675456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001215047,0.0006256898,0.9664874,0.00612545,0.001616767,0.0002200845,0.000407872,0.00009380389,0.000002410563,0.00008492619,0.005330828,0.01778969],"study_design_scores_gemma":[0.02618879,0.00354853,0.4798216,0.08230902,0.005230461,0.2773301,0.006140491,0.0005751651,0.000002708155,0.002337919,0.1152483,0.001266904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6288422,0.3661145,0.00003982557,0.00138431,0.002086984,0.001493403,0.00001680184,0.00001658758,0.000005369732],"genre_scores_gemma":[0.03511694,0.9640965,0.0004290488,0.0000635658,0.00002733196,0.00004710723,0.00002088879,0.0001122961,0.00008629986],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.597982,"threshold_uncertainty_score":0.9998908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5879211811931464,"score_gpt":0.5690754767646083,"score_spread":0.01884570442853806,"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."}}