{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.5144228,0.0002502178,0.004321705,0.0004635401,0.0001226059,0.002629349,0.003591065,0.00009247832,0.003100509],"category_scores_gemma":[0.3238483,0.0001367382,0.000788763,0.008591943,0.00002926883,0.0007757274,0.001443112,0.0001920975,0.001112009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000477402,"about_ca_system_score_gemma":0.00008757992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002331196,"about_ca_topic_score_gemma":0.0002777338,"domain_scores_codex":[0.9133106,0.01082647,0.06195431,0.002615747,0.01012071,0.001172081],"domain_scores_gemma":[0.966161,0.004632497,0.0207509,0.00477404,0.003415365,0.0002661997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001454322,0.00001463229,0.1675699,0.00005443774,0.00005973822,0.00002122548,0.0003855633,0.004293155,0.0002662407,0.0004733821,0.7655064,0.06134073],"study_design_scores_gemma":[0.0005393506,0.00005438196,0.1312074,0.001148807,0.0001147014,0.00001098261,0.002530958,0.07895567,0.00009385833,0.008966315,0.7759506,0.0004270094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9224052,0.001168243,0.006231251,0.03292186,0.001787324,0.005242132,0.0000229555,0.00002676941,0.03019421],"genre_scores_gemma":[0.9503177,0.00004374298,0.02767715,0.001743653,0.0005599757,0.0002186015,0.00005359339,0.00003436549,0.01935123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1905744,"threshold_uncertainty_score":0.9996657,"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."}}