{"id":"W2068769841","doi":"10.1016/s0140-6736(06)68358-x","title":"Systematic reviews: when is an update an update?","year":2006,"lang":"en","type":"article","venue":"The Lancet","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":108,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Systematic review; Health care; Scopus; Psychological intervention; Alternative medicine; MEDLINE; Medicine; Medical education; Political science; Nursing; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.1523836,0.0003450203,0.006461628,0.000135083,0.0002332266,0.001787699,0.005183422,0.00006962802,0.01359427],"category_scores_gemma":[0.006560067,0.0001196489,0.001064578,0.0007659621,0.00006553494,0.0005439395,0.0001284807,0.0001633906,0.02856715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002201955,"about_ca_system_score_gemma":0.00002238695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005334971,"about_ca_topic_score_gemma":0.0001503972,"domain_scores_codex":[0.9659748,0.02115238,0.008297251,0.0008731104,0.003301619,0.0004008279],"domain_scores_gemma":[0.9827946,0.001089519,0.00447437,0.01108289,0.0004263314,0.0001322514],"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":[0.000004623125,0.00004734339,0.001328888,0.001539161,0.00009080436,0.000003429608,0.0007435905,0.00001530275,0.0000325103,0.009953953,0.984292,0.001948429],"study_design_scores_gemma":[0.0002478537,0.00003625052,0.001344713,0.0007110809,0.0005665373,0.00002946211,0.0003865068,0.006304998,0.00002423104,0.1272843,0.8627443,0.0003197531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5810375,0.1105886,0.06043501,0.08313966,0.003322121,0.026048,0.0005900077,0.000303019,0.1345361],"genre_scores_gemma":[0.8649542,0.001486116,0.03151006,0.03675698,0.005585382,0.0008958241,0.0001785172,0.0001137311,0.05851913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2839168,"threshold_uncertainty_score":0.9992486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6807798804144851,"score_gpt":0.4978999423682627,"score_spread":0.1828799380462224,"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."}}