{"id":"W4379967100","doi":"10.1001/jamanetworkopen.2023.17651","title":"Reminding Peer Reviewers of Reporting Guideline Items to Improve Completeness in Published Articles","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Women's College Hospital; McMaster University; Toronto Rehabilitation Institute; Toronto General Hospital; University Health Network; University of Toronto; Impact","funders":"Magyar Tudományos Akadémia; Nemzeti Kutatási Fejlesztési és Innovációs Hivatal; Universität Basel; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Research, Development and Innovation Office; National Science Foundation","keywords":"Consolidated Standards of Reporting Trials; Randomized controlled trial; Guideline; Medicine; Randomization; Psychological intervention; Protocol (science); Family medicine; Clinical trial; Alternative medicine; Nursing; Surgery; Internal medicine; Pathology","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"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6489882,0.004480221,0.01227466,0.03050676,0.008431064,0.03153552,0.01179941,0.02912596,0.02062452],"category_scores_gemma":[0.931716,0.007981781,0.006536883,0.02450687,0.01838584,0.02567946,0.01279782,0.02486718,0.02900327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01146782,"about_ca_system_score_gemma":0.05106308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004089687,"about_ca_topic_score_gemma":0.00527704,"domain_scores_codex":[0.1200731,0.4756159,0.3168607,0.01687521,0.06581499,0.004759998],"domain_scores_gemma":[0.01909836,0.3549851,0.1766049,0.09155261,0.3514973,0.006261722],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001646611,0.0003745487,0.009943335,0.02355958,0.00135003,0.0006498584,0.01292964,0.0007897937,0.002774069,0.003977416,0.7893526,0.1526525],"study_design_scores_gemma":[0.003931675,0.0007977142,0.01552984,0.07128845,0.001393391,0.001717616,0.006573641,0.009802434,0.008494516,0.02830185,0.850544,0.001624814],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01464198,0.0249798,0.2435545,0.3939103,0.1453372,0.1192091,0.007455357,0.02000245,0.03090922],"genre_scores_gemma":[0.09334277,0.01370025,0.4740824,0.1427086,0.04606318,0.2011777,0.006119508,0.007385279,0.01542028],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3510118,"threshold_uncertainty_score":0.4328601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7692283768129802,"score_gpt":0.5652691763488458,"score_spread":0.2039592004641344,"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."}}