{"id":"W4392975397","doi":"10.1016/j.ajog.2024.02.111","title":"Impact factor bias in randomized controlled trials on minimally invasive gynecologic surgery","year":2024,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Randomized controlled trial; Invasive surgery; Surgery","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","bibliometrics"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4201058,0.004573652,0.02224474,0.005629835,0.002018991,0.009506713,0.005157881,0.01272383,0.01194724],"category_scores_gemma":[0.7267467,0.003176624,0.03504698,0.005822355,0.00851807,0.009387059,0.004819593,0.01438778,0.0008670085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00583298,"about_ca_system_score_gemma":0.00676919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003808116,"about_ca_topic_score_gemma":0.00396161,"domain_scores_codex":[0.2696359,0.5739884,0.1065966,0.02414439,0.02244495,0.003189787],"domain_scores_gemma":[0.1325749,0.8022941,0.03584859,0.02157178,0.006433568,0.001276989],"domain_codex":"methods","domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.06388398,0.0003565291,0.02542639,0.1985284,0.5842245,0.0006410336,0.001426661,0.003535838,0.0005164505,0.02603666,0.007586695,0.0878368],"study_design_scores_gemma":[0.1059901,0.00606114,0.02521509,0.06466424,0.6046548,0.001384351,0.0006540511,0.02434999,0.002076337,0.1401966,0.02405838,0.0006949064],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04983634,0.7129201,0.1715828,0.0138941,0.01940622,0.0154611,0.002875824,0.001284709,0.0127388],"genre_scores_gemma":[0.8054671,0.04847624,0.1035812,0.01412804,0.006467204,0.01743652,0.001435735,0.0005298163,0.002478182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9943702,"threshold_uncertainty_score":0.7151128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06173556980083705,"score_gpt":0.3444326170371327,"score_spread":0.2826970472362956,"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."}}