{"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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002303051,0.0001291861,0.0002515538,0.0001453483,0.0001524376,0.0003094717,0.000240138,0.00008129555,0.01815479],"category_scores_gemma":[0.005111099,0.0001093277,0.00004421923,0.0002956557,0.00007086385,0.1136238,0.00006771628,0.0002662619,0.000422389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002594384,"about_ca_system_score_gemma":0.0008107784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000670604,"about_ca_topic_score_gemma":2.952124e-8,"domain_scores_codex":[0.9973866,0.0009715362,0.0006490809,0.0001582312,0.0005592997,0.0002752786],"domain_scores_gemma":[0.9910424,0.007819719,0.0003491074,0.0003265016,0.0001795513,0.0002827178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000688321,0.00005463128,0.00000257994,0.130736,0.00002938124,0.000005548906,0.0003028569,0.000004830089,4.054984e-7,0.2378668,0.6285823,0.001726382],"study_design_scores_gemma":[0.0005754588,0.0005834762,0.0001160294,0.03130393,0.00006087011,0.00007544077,0.005355664,0.0009092396,0.00002745099,0.0001057398,0.9607206,0.0001661065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001013397,0.0429573,0.003795384,0.8371826,0.0006887212,0.01035873,0.006128301,0.000349218,0.09843839],"genre_scores_gemma":[0.01127405,0.01838368,0.02534473,0.9175097,0.0005252705,0.0078531,0.0113495,0.00005483847,0.007705076],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3321383,"threshold_uncertainty_score":0.9827427,"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."}}