{"id":"W3004101560","doi":"10.1016/j.jclinepi.2020.01.015","title":"A call for consensus guidelines on classification and reporting of methodological studies","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; St. Joseph’s Healthcare Hamilton; Population Health Research Institute; McMaster University; Impact","funders":"","keywords":"Consensus conference; MEDLINE; Medicine; Data science; Management science; Family medicine; Political science; Computer science; Library science; Engineering","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":[0.8178815,0.005053317,0.01930671,0.0416751,0.02570727,0.05142243,0.03639876,0.05725341,0.005580391],"category_scores_gemma":[0.8864463,0.009571076,0.01942311,0.02206572,0.06713568,0.04407039,0.03467793,0.08651329,0.003770585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03887797,"about_ca_system_score_gemma":0.1040244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01375283,"about_ca_topic_score_gemma":0.01379804,"domain_scores_codex":[0.09306458,0.5499239,0.2397083,0.01845256,0.09084215,0.008008569],"domain_scores_gemma":[0.0299967,0.7125444,0.03336128,0.05247178,0.1581721,0.01345382],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008321209,0.0009392015,0.006673336,0.02978711,0.004103291,0.001286336,0.07765037,0.002915332,0.003570053,0.2763377,0.2846128,0.3112924],"study_design_scores_gemma":[0.001139167,0.0004930941,0.00666336,0.1202171,0.001549499,0.002013754,0.03523047,0.007936398,0.002231119,0.5644138,0.2561582,0.00195408],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003572141,0.01952027,0.2078094,0.7319965,0.02110656,0.007597221,0.000568497,0.001300769,0.006528585],"genre_scores_gemma":[0.03366018,0.006302251,0.8250299,0.1106191,0.006175011,0.01523591,0.0008453761,0.000848525,0.001283748],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1821185,"threshold_uncertainty_score":0.2820808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9869170641315475,"score_gpt":0.8016263965850122,"score_spread":0.1852906675465352,"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."}}