{"id":"W1973232037","doi":"10.1016/j.jclinepi.2007.03.008","title":"A systematic review identified few methods and strategies describing when and how to update systematic reviews","year":2007,"lang":"en","type":"review","venue":"Journal of Clinical Epidemiology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":94,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health; Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"University of Ottawa","keywords":"PsycINFO; Systematic review; MEDLINE; Meta-analysis; Computer science; Health care; Medicine; Data science; Data mining; Medical physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","scholarly_communication"],"consensus_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"category_scores_codex":[0.9230813,0.00151444,0.1775356,0.001466885,0.0001713029,0.001176561,0.0044553,0.001111853,0.0004283762],"category_scores_gemma":[0.9362876,0.0005851013,0.01933583,0.001676443,0.0003397518,0.0006310816,0.0007008144,0.002269406,0.0007320268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008722613,"about_ca_system_score_gemma":0.0004942819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002819307,"about_ca_topic_score_gemma":0.00001121791,"domain_scores_codex":[0.1535733,0.6476741,0.1910822,0.002700685,0.00394197,0.00102773],"domain_scores_gemma":[0.1150743,0.6255709,0.2458897,0.007762955,0.003655718,0.002046491],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000003494112,0.00002127065,0.00001620335,0.8284255,0.00170427,0.00003201597,0.00003082613,2.400843e-7,2.227529e-8,0.001943444,0.02216019,0.1456625],"study_design_scores_gemma":[0.00008968939,0.0001212631,0.00000480029,0.6097373,0.01960162,0.001211026,0.0001163889,0.00003285714,4.012946e-9,0.004975938,0.3637913,0.0003179083],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001570399,0.8193896,0.1693555,0.001882339,0.001214302,0.008026103,0.000007792591,0.000004612594,0.0001181691],"genre_scores_gemma":[9.197331e-7,0.8675868,0.1272508,0.003394535,0.0004180145,0.0002003071,0.000003281853,0.00004639853,0.001098937],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3416311,"threshold_uncertainty_score":0.9998603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9661257411541672,"score_gpt":0.7395959021125518,"score_spread":0.2265298390416154,"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."}}