{"id":"W2978795816","doi":"10.1002/14651858.ed000142","title":"Updated guidance for trusted systematic reviews: a new edition of the Cochrane Handbook for Systematic Reviews of Interventions","year":2019,"lang":"en","type":"editorial","venue":"Cochrane Database of Systematic Reviews","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":7022,"is_retracted":false,"has_abstract":true,"ca_institutions":"Campbell Scientific (Canada); Bruyère; University of Ottawa","funders":"National Eye Institute; Medical Research Council; National Institute for Health and Care Research","keywords":"Systematic review; Psychological intervention; Medicine; Psychology; MEDLINE; Political science; Nursing; Law","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"],"consensus_categories":[],"category_scores_codex":[0.04976204,0.004194927,0.01254929,0.02881456,0.001183988,0.00751473,0.006514035,0.008074184,0.07048889],"category_scores_gemma":[0.2217903,0.004766241,0.008463155,0.02997142,0.002661892,0.006661679,0.004219251,0.0130783,0.03512569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00946564,"about_ca_system_score_gemma":0.04487683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008782462,"about_ca_topic_score_gemma":0.01380064,"domain_scores_codex":[0.9179645,0.0371381,0.02133929,0.003340729,0.01929035,0.0009271389],"domain_scores_gemma":[0.7953476,0.1146182,0.03436186,0.004785454,0.04805991,0.002826993],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003545334,0.00004948781,0.0001208182,0.07004938,0.001002977,0.0000447875,0.0002621163,0.0003067128,0.0002424602,0.002897869,0.824751,0.09991786],"study_design_scores_gemma":[0.001709444,0.000176182,0.001614431,0.1361383,0.002342684,0.0003772058,0.0001369064,0.0006682783,0.0002981978,0.007610043,0.8486716,0.000256678],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.0005311944,0.7249647,0.03105289,0.06758038,0.06034007,0.02370368,0.06336731,0.004957677,0.02350212],"genre_scores_gemma":[0.005233081,0.6581971,0.1577094,0.02166815,0.0189408,0.06323586,0.04047159,0.002556817,0.03198728],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.950238,"threshold_uncertainty_score":0.2631699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5248680818986631,"score_gpt":0.518759690794282,"score_spread":0.006108391104381106,"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."}}