{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7599256,0.0003247515,0.01425935,0.000400223,0.00003491963,0.0006380815,0.001272888,0.00006973476,0.01925991],"category_scores_gemma":[0.7412377,0.0001252163,0.002782847,0.001643401,0.00004334084,0.0005196217,0.0002644225,0.0002118222,0.00004910997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005262513,"about_ca_system_score_gemma":0.0001389895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000669003,"about_ca_topic_score_gemma":0.0000989469,"domain_scores_codex":[0.8186894,0.08885778,0.06253643,0.002434605,0.02695321,0.0005286028],"domain_scores_gemma":[0.9135346,0.008840784,0.04855423,0.009337053,0.01936163,0.0003716594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002876123,0.0002546531,0.382722,0.001057623,0.0005860051,0.00002096698,0.000412667,0.000001511128,0.000003453519,0.0000183352,0.6033639,0.01127128],"study_design_scores_gemma":[0.005034695,0.0006239718,0.9542553,0.01389498,0.001572482,0.00005021502,0.000128216,0.00002807359,0.000002353583,0.003178877,0.02102388,0.000206936],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6542268,0.1758589,0.0003665308,0.05110192,0.0008030696,0.06893933,0.0001087503,0.000007680458,0.04858702],"genre_scores_gemma":[0.982182,0.002869555,0.0004278574,0.0006788489,0.0001098114,0.000570299,0.000007394095,0.00001728758,0.01313696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.58234,"threshold_uncertainty_score":0.9816366,"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."}}