{"id":"W4399352301","doi":"10.1016/j.clinimag.2024.110194","title":"Sex distribution in clinical trials of radiologic contrast agents: A 27-year review","year":2024,"lang":"en","type":"review","venue":"Clinical Imaging","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of British Columbia; McMaster University","funders":"Michael Smith Health Research BC","keywords":"Medicine; Generalizability theory; Clinical trial; Contrast (vision); Distribution (mathematics); Medical physics; Intensive care medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"category_scores_codex":[0.0290855,0.000841296,0.004096807,0.01165705,0.0006358166,0.003632349,0.001458274,0.002001589,0.003248686],"category_scores_gemma":[0.09527393,0.0009939285,0.004482021,0.01322085,0.001682628,0.003817124,0.001633161,0.001813863,0.0004884553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00346506,"about_ca_system_score_gemma":0.008081233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003063889,"about_ca_topic_score_gemma":0.006101476,"domain_scores_codex":[0.9752436,0.006491481,0.01067325,0.002335918,0.004794342,0.0004614324],"domain_scores_gemma":[0.7955368,0.1507337,0.03699004,0.002267557,0.01305163,0.00142034],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001296312,0.00007538073,0.01632027,0.2570694,0.006879501,0.0002481898,0.0005147316,0.0003446735,0.0002455472,0.00200037,0.01269469,0.702311],"study_design_scores_gemma":[0.0005680735,0.00103335,0.07769121,0.5916229,0.03173653,0.004027743,0.001101111,0.0004335004,0.0007392328,0.002857178,0.2879945,0.0001946042],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003443079,0.9990134,0.00005771361,0.0002776726,0.0001230416,0.00001407414,0.00004258324,0.000002052338,0.0001250978],"genre_scores_gemma":[0.007037035,0.9915137,0.0001888245,0.0007255489,0.0003204646,0.00005400728,0.00008191232,0.000006581384,0.0000719695],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9709145,"threshold_uncertainty_score":0.1538207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6252168119846281,"score_gpt":0.6492194250346839,"score_spread":0.0240026130500558,"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."}}