{"id":"W2152238882","doi":"10.1186/2046-4053-2-79","title":"The evolution of assessing bias in Cochrane systematic reviews of interventions: celebrating methodological contributions of the Cochrane Collaboration","year":2013,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Systematic review; Psychological intervention; Cochrane collaboration; Alternative medicine; MEDLINE; Family medicine; Health care; Nursing; Cochrane Library; Pathology","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","open_science"],"consensus_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"category_scores_codex":[0.6017162,0.001308588,0.06481636,0.000980341,0.0003743345,0.0007878785,0.005741047,0.0005859262,0.0006414528],"category_scores_gemma":[0.7323158,0.0003989663,0.01861432,0.0094174,0.0004366461,0.0004993486,0.0004715078,0.0007254328,0.0005483493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006233675,"about_ca_system_score_gemma":0.0007296689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005632556,"about_ca_topic_score_gemma":0.0001356579,"domain_scores_codex":[0.3562998,0.4956034,0.1370689,0.001687404,0.008648708,0.0006916894],"domain_scores_gemma":[0.4071542,0.2367268,0.3238896,0.02049446,0.0114473,0.0002876365],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[8.566567e-7,0.00009320896,0.0000188397,0.9824968,0.0004531502,3.499271e-7,0.0002068848,0.000007125139,0.00001375077,0.006110359,0.001391599,0.009207096],"study_design_scores_gemma":[0.0001620757,0.00005582297,0.000009988366,0.9527499,0.008003158,0.00004864157,0.001938256,0.0006317214,0.000004213629,0.001186257,0.03487058,0.0003393902],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001482054,0.909866,0.02475257,0.00007122086,0.000844917,0.06390902,0.00007017536,0.000005367553,0.0004659356],"genre_scores_gemma":[0.000523777,0.9835489,0.004280396,0.00001025182,0.0000683575,0.01030141,0.00002379404,0.00004016344,0.001202974],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2588766,"threshold_uncertainty_score":0.9999666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.847590454724783,"score_gpt":0.6306335434509024,"score_spread":0.2169569112738806,"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."}}