{"id":"W4321437331","doi":"10.1097/tp.0000000000004495","title":"In Response: Women Leadership in Liver Transplantation","year":2023,"lang":"en","type":"letter","venue":"Transplantation","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Promotion (chess); Diversity (politics); Neutrality; Transplantation; Inclusion (mineral); Liver transplantation; Public relations; Political science; Medicine; Psychology; Social psychology; Politics; Law; 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":[],"consensus_categories":[],"category_scores_codex":[0.006209988,0.00134731,0.001576699,0.0008206657,0.004758225,0.004206073,0.003178704,0.03662548,0.01384177],"category_scores_gemma":[0.03944505,0.0007701343,0.001719349,0.0006898617,0.003615711,0.006898022,0.003182901,0.04348785,0.006184687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004141749,"about_ca_system_score_gemma":0.005942979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005519912,"about_ca_topic_score_gemma":0.007582177,"domain_scores_codex":[0.9954981,0.001674643,0.000494531,0.0006281505,0.001008762,0.0006958924],"domain_scores_gemma":[0.9760672,0.01277787,0.001583297,0.0004401516,0.005509638,0.003621855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002093711,0.00001165076,0.0002202067,0.00006901637,0.000005740057,0.0001924862,0.0002137725,0.00001264045,0.0000379755,0.0004695172,0.9950678,0.00367828],"study_design_scores_gemma":[0.00007678909,0.00008625301,0.001385676,0.00080005,0.0000306312,0.001653616,0.003291547,0.0001554824,0.0002153289,0.002487875,0.9897195,0.00009715543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001376314,0.0011621,0.00004667021,0.9665112,0.03162294,0.000009188393,0.00003223457,0.00002545654,0.0004525617],"genre_scores_gemma":[0.001473937,0.001074812,0.00008311397,0.9627444,0.03204715,0.00003083719,0.0000157485,0.00002167196,0.002508273],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03662548,"threshold_uncertainty_score":0.04630536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1260975762012354,"score_gpt":0.3001146661329012,"score_spread":0.1740170899316659,"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."}}