{"id":"W3200935939","doi":"10.1007/978-1-0716-1566-9_6","title":"Systematic Versus Rapid Versus Scoping Reviews","year":2021,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Work & Health; Queen's University; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Systematic review; Strengths and weaknesses; Management science; Engineering ethics; Knowledge management; Psychology; Data science; Computer science; Engineering; Political science; MEDLINE; Social psychology","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":[0.2865043,0.003134655,0.01245905,0.01714276,0.001052416,0.01170865,0.002780076,0.006344339,0.01213531],"category_scores_gemma":[0.5513051,0.003290896,0.01146119,0.01100376,0.002772856,0.01296328,0.007041883,0.006076436,0.00187502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003100874,"about_ca_system_score_gemma":0.01010207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152976,"about_ca_topic_score_gemma":0.003811562,"domain_scores_codex":[0.6245176,0.2754188,0.06606583,0.009155421,0.02350297,0.001339468],"domain_scores_gemma":[0.2305174,0.6796578,0.05729479,0.01378057,0.01650197,0.002247563],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009563006,0.0001715175,0.003833551,0.6243573,0.06477356,0.0002088055,0.001666458,0.001086501,0.001600659,0.01424522,0.01320163,0.2652918],"study_design_scores_gemma":[0.01959015,0.004820899,0.00975903,0.5973461,0.2263652,0.001225627,0.001522845,0.003003347,0.002329153,0.05618621,0.07724462,0.0006068229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.007076075,0.9136236,0.0438163,0.01121131,0.007674245,0.006644294,0.004006848,0.0003762195,0.005571099],"genre_scores_gemma":[0.1914065,0.5331895,0.2155034,0.01746318,0.01007892,0.02617296,0.00212253,0.0007000857,0.003362826],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7134957,"threshold_uncertainty_score":0.8798672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7774259058805992,"score_gpt":0.6470958519684872,"score_spread":0.1303300539121121,"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."}}