{"id":"W4316079742","doi":"10.14309/01.ajg.0000862724.31427.c0","title":"S1521 Sex, Race, and Geographic Disparities Are Prevalent Among Authors and Patients in Prospective Studies Published in Major U.S. Gastroenterology Journals Over the Past Decade","year":2022,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hepatology; Internal medicine; Gastroenterology; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.02195485,0.0004986404,0.001936773,0.02071132,0.001112799,0.003446109,0.000769847,0.0009858758,0.01292043],"category_scores_gemma":[0.1032618,0.0005461281,0.002696497,0.03467515,0.001011005,0.00223319,0.001597346,0.0004835551,0.002069986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00125616,"about_ca_system_score_gemma":0.003920191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001969901,"about_ca_topic_score_gemma":0.005343223,"domain_scores_codex":[0.975372,0.005367449,0.01276446,0.001606243,0.004348451,0.0005414647],"domain_scores_gemma":[0.7710599,0.111785,0.09256452,0.006830194,0.01545205,0.002308294],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001633544,0.0000806312,0.8735359,0.03700779,0.006006374,0.0004551149,0.00215471,0.0001006009,0.000720876,0.0009443574,0.0169241,0.06043601],"study_design_scores_gemma":[0.0004231527,0.0004788697,0.8738142,0.04249804,0.01170935,0.002966606,0.003468486,0.0002735262,0.001488144,0.001778538,0.06100841,0.00009275463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5766391,0.3094591,0.00217117,0.01090167,0.001212349,0.001429013,0.07871749,0.0001524029,0.01931764],"genre_scores_gemma":[0.8980056,0.07083045,0.005163196,0.005454455,0.001435731,0.001111428,0.01571417,0.0001005501,0.002184435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9792887,"threshold_uncertainty_score":0.1161097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172021920684967,"score_gpt":0.2747186611520747,"score_spread":0.262998441945225,"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."}}