{"id":"W3091820138","doi":"10.1016/j.jclinepi.2020.09.041","title":"Defining Rapid Reviews: a systematic scoping review and thematic analysis of definitions and defining characteristics of rapid reviews","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":396,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"Canadian Institutes of Health Research","keywords":"Systematic review; CINAHL; MEDLINE; PsycINFO; Data extraction; Cochrane Library; Thematic analysis; Scope (computer science); Computer science; Data science; Medicine; Management science; Meta-analysis; Qualitative research; Sociology; Pathology; Social science; Political science","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","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2903001,0.002789739,0.01261015,0.06197953,0.003549212,0.01357621,0.005675758,0.004400658,0.002482001],"category_scores_gemma":[0.6877572,0.002830622,0.01378407,0.06839349,0.004070831,0.01626434,0.01323226,0.00458761,0.0005170425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01739997,"about_ca_system_score_gemma":0.07791223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008141387,"about_ca_topic_score_gemma":0.02204607,"domain_scores_codex":[0.4708224,0.1950857,0.2578295,0.01731879,0.05514022,0.003803322],"domain_scores_gemma":[0.3034928,0.4677431,0.1295546,0.02187765,0.07429375,0.003038079],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005108832,0.00008094046,0.01256176,0.814145,0.01096326,0.0002623634,0.01214467,0.0005621618,0.0007610251,0.007192235,0.008854791,0.1319609],"study_design_scores_gemma":[0.0004401322,0.0002170802,0.01498394,0.8942111,0.02618886,0.0005574388,0.005881023,0.0006772662,0.0008207806,0.006765554,0.04898934,0.0002675291],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02200307,0.8403399,0.0410083,0.01204569,0.001662724,0.06371475,0.01467987,0.0003241188,0.004221671],"genre_scores_gemma":[0.155321,0.4566624,0.220153,0.007098778,0.0007072489,0.147288,0.01131701,0.0003803926,0.001072192],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9873899,"threshold_uncertainty_score":0.8751863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8899209002194405,"score_gpt":0.7277204437820118,"score_spread":0.1622004564374286,"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."}}