{"id":"W1946200177","doi":"10.1016/j.jclinepi.2015.08.012","title":"An international survey and modified Delphi approach revealed numerous rapid review methods","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":140,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada Research Chairs; Ottawa Hospital; McMaster University; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Delphi method; Limiting; Government (linguistics); Grey literature; Health care; Delphi; Quality (philosophy); Medicine; MEDLINE; Psychology; Computer science; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.9021504,0.000280127,0.01537506,0.000271659,0.00004549013,0.000103648,0.002836473,0.000308103,0.0008961234],"category_scores_gemma":[0.8889778,0.0001231513,0.002782521,0.0005608742,0.0002343333,0.0004100376,0.0001695222,0.0008340621,0.0001243279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002362236,"about_ca_system_score_gemma":0.000239821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000180217,"about_ca_topic_score_gemma":0.000005313517,"domain_scores_codex":[0.3666926,0.555226,0.07281792,0.0013714,0.00344336,0.0004486574],"domain_scores_gemma":[0.5094092,0.3934109,0.08105074,0.005181341,0.008639828,0.002307995],"domain_codex":"methods","domain_gemma":null,"domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001714273,0.0002619117,0.5205824,0.00008531549,0.0007168148,0.00001091249,0.00008092309,0.0003215186,0.000001238576,0.002746987,0.1726465,0.302374],"study_design_scores_gemma":[0.001649405,0.001221471,0.6539549,0.0002912822,0.0007002579,0.0008370881,0.0001587312,0.07155163,2.262841e-7,0.07377133,0.1954883,0.0003753724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04232761,0.04158241,0.8944061,0.01194896,0.003108132,0.000539966,0.00001498733,0.00000441097,0.006067392],"genre_scores_gemma":[0.1782859,0.0255341,0.7784697,0.01541148,0.001342587,0.00001123734,0.00002127403,0.00002180455,0.000901969],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3019987,"threshold_uncertainty_score":0.9992427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9753474181125361,"score_gpt":0.7489619454767924,"score_spread":0.2263854726357437,"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."}}