{"id":"W4416145595","doi":"10.1002/14651858.cd015679","title":"Supplementary search methods versus bibliographic database searching to identify studies and study reports","year":2025,"lang":"en","type":"article","venue":"Cochrane Database of Systematic Reviews","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Protocol (science); MEDLINE; Citation; Resource (disambiguation); Keyword search; Clinical trial; Bibliographic database; Agency (philosophy)","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","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1919303,0.00480163,0.01202758,0.0397016,0.002362118,0.00942092,0.006232694,0.007708873,0.3985009],"category_scores_gemma":[0.4840901,0.004737169,0.01087588,0.03598921,0.002571097,0.008531983,0.007986305,0.005351585,0.05551758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008336315,"about_ca_system_score_gemma":0.03375838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003286644,"about_ca_topic_score_gemma":0.007407704,"domain_scores_codex":[0.7630596,0.09794627,0.1208311,0.005254406,0.01107642,0.00183233],"domain_scores_gemma":[0.4765694,0.3509412,0.05629474,0.03830494,0.07275022,0.005139363],"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":[0.004709606,0.0001913898,0.0007761111,0.6862813,0.002414367,0.0001821676,0.0008608082,0.000658811,0.001277593,0.008044456,0.1597292,0.1348742],"study_design_scores_gemma":[0.01489005,0.001192928,0.004288126,0.4700168,0.009913197,0.0007070312,0.0007942955,0.002641493,0.003288245,0.02533603,0.4663081,0.0006236614],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.002110244,0.02229726,0.06667196,0.007527175,0.005969302,0.698319,0.1731911,0.00551126,0.01840271],"genre_scores_gemma":[0.003745908,0.007587569,0.1306767,0.00182463,0.0005744284,0.8363749,0.01352635,0.000809336,0.004880146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8080696,"threshold_uncertainty_score":0.9964938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7754224445234497,"score_gpt":0.6588444853079409,"score_spread":0.1165779592155087,"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."}}