{"id":"W3043698465","doi":"10.1016/j.jclinepi.2020.07.006","title":"Replication Research Series-Paper 1 : A concept analysis and meta-narrative review established a comprehensive theoretical definition of replication research to improve its use","year":2020,"lang":"en","type":"review","venue":"Journal of Clinical Epidemiology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada Research Chairs; Ottawa Hospital; University of Ottawa; University of Toronto; Dalhousie University; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Replication (statistics); Series (stratigraphy); Meta-analysis; Narrative review; Computer science; Narrative; Psychology; Biology; Medicine; Philosophy; Linguistics; Psychotherapist; Virology; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5062782,0.003371672,0.006324734,0.01061854,0.00477904,0.01137206,0.007428165,0.01267872,0.01870952],"category_scores_gemma":[0.7528322,0.003162129,0.0154363,0.009608557,0.008349017,0.01695883,0.01355211,0.01002585,0.00507736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006312758,"about_ca_system_score_gemma":0.04547438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001982461,"about_ca_topic_score_gemma":0.00314383,"domain_scores_codex":[0.5069326,0.3379582,0.08249251,0.01952874,0.05047445,0.002613429],"domain_scores_gemma":[0.2899974,0.4576307,0.03692359,0.1231362,0.08888231,0.003429737],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005713046,0.0009028203,0.01016876,0.1620141,0.02336235,0.001216465,0.01474925,0.001894497,0.00296052,0.2245542,0.1197108,0.4327533],"study_design_scores_gemma":[0.01077644,0.004536911,0.007453362,0.1567055,0.0396526,0.003647054,0.004230476,0.004039571,0.01102674,0.3731397,0.3839394,0.0008523669],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.01487485,0.1187703,0.5882197,0.06116333,0.04769541,0.1270736,0.01199808,0.001428397,0.02877631],"genre_scores_gemma":[0.0944062,0.02839179,0.6828278,0.01880676,0.007600512,0.1542514,0.005075477,0.001028092,0.007611999],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4937218,"threshold_uncertainty_score":0.6088469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9643020589119686,"score_gpt":0.7416468744429461,"score_spread":0.2226551844690225,"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."}}