{"id":"W3139314136","doi":"10.1111/hir.12367","title":"Adoption of peer review of literature search strategies in knowledge synthesis from 2009 to 2018: An overview","year":2021,"lang":"en","type":"review","venue":"Health Information & Libraries Journal","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Scopus; Peer review; Citation; Inclusion (mineral); Grey literature; Systematic review; Quality (philosophy); MEDLINE; Computer science; Medicine; Psychology; Medical education; Library science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4208066,0.002371997,0.005455791,0.07362965,0.003894121,0.01627272,0.006362163,0.00537448,0.004360908],"category_scores_gemma":[0.5862738,0.002941536,0.004126227,0.05899316,0.006735378,0.01950812,0.01190494,0.004153953,0.002343423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01797958,"about_ca_system_score_gemma":0.07970241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008082639,"about_ca_topic_score_gemma":0.01459547,"domain_scores_codex":[0.482333,0.3049823,0.1304435,0.01534669,0.06312338,0.003771096],"domain_scores_gemma":[0.2105412,0.3819654,0.09637894,0.02928341,0.2756095,0.006221558],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002896378,0.00008765565,0.004064309,0.2356548,0.00136125,0.0002626331,0.009988713,0.0004843042,0.0009462803,0.00609825,0.02007552,0.7206866],"study_design_scores_gemma":[0.0001946937,0.0004046618,0.01190461,0.595152,0.002348594,0.0009180349,0.005447161,0.0008321715,0.001589664,0.005766095,0.3751932,0.0002490811],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004468883,0.9324036,0.02381689,0.01843699,0.003362737,0.007796643,0.001293799,0.000460247,0.00796016],"genre_scores_gemma":[0.05258334,0.8283014,0.09059142,0.00443934,0.001757449,0.01817983,0.002053608,0.0004255936,0.001667908],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9263704,"threshold_uncertainty_score":0.7142485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7157679003052918,"score_gpt":0.621136672412235,"score_spread":0.09463122789305678,"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."}}