{"id":"W2987540665","doi":"10.1016/j.jclinepi.2019.11.008","title":"Overall bias methods and their use in sensitivity analysis of Cochrane reviews were not consistent","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Systematic review; Meta-analysis; Medicine; Publication bias; Cochrane collaboration; Psychological intervention; MEDLINE; Reporting bias; Cochrane Library; Internal medicine; Biology; Psychiatry","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":["metaresearch"],"category_scores_codex":[0.5502987,0.0080905,0.01663273,0.01268502,0.002036675,0.01054296,0.008161273,0.00720731,0.01370633],"category_scores_gemma":[0.8518277,0.005199498,0.06718219,0.01267324,0.004258902,0.009888964,0.007302114,0.01045474,0.002518738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004275132,"about_ca_system_score_gemma":0.006283489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003707496,"about_ca_topic_score_gemma":0.005545732,"domain_scores_codex":[0.2585215,0.5544323,0.1464888,0.01904369,0.01915546,0.002358152],"domain_scores_gemma":[0.1314418,0.8003271,0.02212161,0.03306258,0.0125011,0.0005457722],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.01001468,0.0002370841,0.01878396,0.1796298,0.5857347,0.0009540457,0.002820362,0.01679644,0.001316026,0.03420451,0.01248072,0.1370278],"study_design_scores_gemma":[0.01033703,0.003372663,0.02008621,0.04857688,0.5571852,0.002173255,0.001424043,0.05889306,0.01238155,0.2356746,0.04784168,0.00205383],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01316789,0.0527187,0.8771693,0.00467116,0.008248293,0.02528464,0.01149879,0.002590561,0.004650713],"genre_scores_gemma":[0.4153889,0.01497847,0.4784923,0.008737292,0.001837776,0.07040442,0.003233111,0.0035942,0.003333582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4497013,"threshold_uncertainty_score":0.5545619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.942833878443125,"score_gpt":0.7039335505284423,"score_spread":0.2389003279146827,"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."}}