{"id":"W2043169285","doi":"10.1136/bmj.g4145","title":"Impact of peer review on reports of randomised trials published in open peer review journals: retrospective before and after study","year":2014,"lang":"en","type":"article","venue":"BMJ","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"Medical Research Council; Cancer Research UK","keywords":"Blinding; Medicine; Checklist; Sample size determination; Protocol (science); Peer review; Clinical trial; Family medicine; Consolidated Standards of Reporting Trials; MEDLINE; Alternative medicine; Pediatrics; Internal medicine; Psychology; Pathology; Statistics","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":[0.7234618,0.002566469,0.005093619,0.01239102,0.005072413,0.01953555,0.005483715,0.006284879,0.008076445],"category_scores_gemma":[0.9479812,0.004227517,0.008070904,0.01712921,0.009963743,0.01986437,0.01256022,0.007048577,0.002860978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00974927,"about_ca_system_score_gemma":0.02159246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002364512,"about_ca_topic_score_gemma":0.002373532,"domain_scores_codex":[0.07547958,0.610565,0.1608072,0.01573377,0.1342666,0.003147774],"domain_scores_gemma":[0.01077968,0.6708551,0.1767778,0.06031112,0.07912612,0.002150185],"domain_codex":"methods","domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04767411,0.002637793,0.2391181,0.1118056,0.02078246,0.00151977,0.03048461,0.002525052,0.002526888,0.01154037,0.05428791,0.4750973],"study_design_scores_gemma":[0.01422893,0.02368182,0.5360341,0.1033626,0.02291312,0.003572252,0.01053485,0.007106432,0.01048607,0.01288676,0.2529715,0.00222159],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3379526,0.2936393,0.09584321,0.07143767,0.04120345,0.08727979,0.01557562,0.002734198,0.05433422],"genre_scores_gemma":[0.8795085,0.02286775,0.03657431,0.01151046,0.008090859,0.03284635,0.003041199,0.001682588,0.003878074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2765382,"threshold_uncertainty_score":0.3410209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6419192745601773,"score_gpt":0.6044577873382007,"score_spread":0.03746148722197662,"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."}}