{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2486118,0.0006834597,0.002527191,0.0275928,0.001867515,0.006863492,0.002488471,0.002177289,0.001557423],"category_scores_gemma":[0.5852034,0.001287022,0.003769537,0.03067951,0.002412283,0.008164431,0.003736201,0.001630001,0.0006539031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003475594,"about_ca_system_score_gemma":0.006140856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002052726,"about_ca_topic_score_gemma":0.002524765,"domain_scores_codex":[0.5625174,0.1164547,0.2439432,0.02050953,0.05453969,0.00203543],"domain_scores_gemma":[0.1090071,0.3395221,0.4699835,0.02043569,0.0578943,0.003157303],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005520755,0.0001472904,0.9515652,0.01266274,0.003077199,0.000210162,0.006344184,0.000141663,0.0005374166,0.0003416963,0.002106908,0.02231332],"study_design_scores_gemma":[0.0002122521,0.001058192,0.9611964,0.01190385,0.0030593,0.002460164,0.006491488,0.0006661413,0.0008896283,0.0004776354,0.01136747,0.0002173961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8775662,0.08957437,0.006881719,0.004242256,0.0004677592,0.004250744,0.01310082,0.0002146387,0.003701533],"genre_scores_gemma":[0.9628703,0.01290776,0.01388501,0.001575437,0.0003989582,0.003828882,0.004126148,0.00008836787,0.0003190883],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7513882,"threshold_uncertainty_score":0.9265954,"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."}}