{"id":"W1601914901","doi":"10.18438/b85k52","title":"Reporting of the Role of the Expert Searcher in Cochrane Reviews","year":2006,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health; University of Ottawa; Children's Hospital of Eastern Ontario; University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Systematic review; Cochrane Library; MEDLINE; Medicine; Acknowledgement; Meta-analysis; Cochrane collaboration; Data extraction; Family medicine; Computer science; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.7044772,0.002709568,0.00966164,0.03807948,0.003539157,0.01486575,0.00705849,0.007186711,0.01497206],"category_scores_gemma":[0.9219353,0.003430372,0.006749096,0.04228454,0.008059384,0.02100799,0.01414821,0.005444899,0.004326391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01099497,"about_ca_system_score_gemma":0.04921519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003159421,"about_ca_topic_score_gemma":0.003121631,"domain_scores_codex":[0.07590906,0.5532651,0.3059254,0.01172996,0.05157543,0.001595075],"domain_scores_gemma":[0.03199382,0.7186637,0.1120025,0.05500131,0.08069117,0.001647457],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.002586978,0.0001174643,0.01782806,0.5038587,0.004017142,0.0006531387,0.0237398,0.0007049873,0.001363282,0.0193131,0.05403764,0.3717798],"study_design_scores_gemma":[0.002063082,0.001060487,0.0148199,0.7337611,0.006716022,0.001820598,0.006592432,0.002964551,0.003815567,0.03277469,0.1930444,0.0005671404],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02317226,0.4242167,0.2524072,0.0677947,0.01803505,0.1409175,0.01964656,0.001953483,0.05185653],"genre_scores_gemma":[0.2051131,0.1292991,0.3440238,0.02220227,0.006400615,0.2808212,0.005661233,0.001258427,0.005220309],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2955228,"threshold_uncertainty_score":0.3644323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3832591144777332,"score_gpt":0.4742965946245523,"score_spread":0.09103748014681912,"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."}}