{"id":"W2109976502","doi":"10.1001/jama.295.14.1675","title":"Effect of Blinded Peer Review on Abstract Acceptance","year":2006,"lang":"en","type":"article","venue":"JAMA","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":249,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Confidence interval; Family medicine; Peer review; MEDLINE; Relative risk; Internal medicine","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":[0.7431535,0.002900928,0.005979324,0.009647437,0.005028946,0.01043609,0.00555507,0.008118859,0.01034107],"category_scores_gemma":[0.9275659,0.0032766,0.00818078,0.006435056,0.007336542,0.01195639,0.0136241,0.00681991,0.002519408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01098113,"about_ca_system_score_gemma":0.02666369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002093689,"about_ca_topic_score_gemma":0.001869584,"domain_scores_codex":[0.06805046,0.7380372,0.1107807,0.01337555,0.06696577,0.002790271],"domain_scores_gemma":[0.01489807,0.750657,0.1121765,0.05527538,0.0634232,0.003569853],"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":[0.06924201,0.001541731,0.1017924,0.06154482,0.01383639,0.001517305,0.01932177,0.004672652,0.004541563,0.009255188,0.07027429,0.6424598],"study_design_scores_gemma":[0.05020074,0.0241545,0.395954,0.1056783,0.02271832,0.007781022,0.007807082,0.03614452,0.02254284,0.05036591,0.2737252,0.002927642],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.299652,0.1355681,0.2104497,0.1386096,0.03600023,0.09279819,0.004790307,0.005232826,0.07689909],"genre_scores_gemma":[0.8148633,0.01287975,0.09869428,0.01627595,0.01030593,0.03954057,0.001009663,0.0008940006,0.005536508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2568465,"threshold_uncertainty_score":0.3167376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3554749597567163,"score_gpt":0.5739790760130774,"score_spread":0.2185041162563611,"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."}}