{"id":"W2162575311","doi":"10.18438/b8fc77","title":"Additional Search Strategies May Not Be Necessary for a Rapid Systematic Review","year":2015,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Mental Health Research Topics","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PsycINFO; CINAHL; Science Citation Index; MEDLINE; Citation index; Citation; Systematic review; Randomized controlled trial; Social Sciences Citation Index; Bibliometrics; Medicine; Web of science; Psychological intervention; Meta-analysis; Information retrieval; Psychology; Computer science; Library science; Psychiatry; Surgery; Internal medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2755034,0.006761113,0.03010626,0.05645957,0.004351587,0.01644945,0.008754876,0.01527244,0.1750915],"category_scores_gemma":[0.6052608,0.006274491,0.01868081,0.04784633,0.008751074,0.02814896,0.01316782,0.009494108,0.04691014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02025958,"about_ca_system_score_gemma":0.05103784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00479666,"about_ca_topic_score_gemma":0.0112467,"domain_scores_codex":[0.6288028,0.1791453,0.1420703,0.01362389,0.03234912,0.004008592],"domain_scores_gemma":[0.3340192,0.4402523,0.07373099,0.05036161,0.09559692,0.00603899],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0008489107,0.0000753201,0.0004047928,0.7601497,0.00348325,0.0005505678,0.001960848,0.0002937903,0.0007386247,0.005206418,0.1587177,0.06757012],"study_design_scores_gemma":[0.00322016,0.0002290101,0.001140285,0.6731967,0.004964513,0.0004281112,0.0009067929,0.000967356,0.0005753706,0.01454689,0.299457,0.0003678432],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.002967941,0.1472458,0.08066506,0.1261205,0.06179028,0.4570895,0.0785561,0.008336047,0.03722868],"genre_scores_gemma":[0.01691947,0.06219228,0.1758126,0.04646517,0.007107218,0.6631698,0.01232268,0.002506788,0.01350408],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7244966,"threshold_uncertainty_score":0.8934333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1476540758861083,"score_gpt":0.4346956511527215,"score_spread":0.2870415752666131,"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."}}