{"id":"W3136087316","doi":"10.1186/s12882-021-02294-1","title":"Access to kidney transplantation in Mexico, 2007–2019: a call to end disparities in transplant care","year":2021,"lang":"en","type":"article","venue":"BMC Nephrology","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Transplantation; Population; Kidney transplantation; Nephrology; Organ donation; Health care; Internal medicine; Demography; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001181046,0.0001602509,0.0003278902,0.000449398,0.00002817889,0.00002504483,0.0001041604,0.0001586411,0.0006597321],"category_scores_gemma":[0.0000507246,0.0001686718,0.00005083306,0.0005070682,0.0000261714,0.0001302505,0.0000108455,0.0001887343,0.00007510911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009469479,"about_ca_system_score_gemma":0.0003312025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007269619,"about_ca_topic_score_gemma":0.02973604,"domain_scores_codex":[0.9985951,0.0001304281,0.0003663753,0.0003814391,0.0001995674,0.0003271383],"domain_scores_gemma":[0.9993643,0.0001051507,0.00002679567,0.0001686537,0.00008235992,0.0002527145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003177774,0.0002984517,0.9532434,0.001004126,0.00003810285,0.001511869,0.01383294,0.0008335166,0.020733,0.001282419,0.002676385,0.001368008],"study_design_scores_gemma":[0.003994324,0.0001729942,0.9695416,0.0001975369,0.00007836246,0.0002418767,0.0001990618,0.00007837802,0.01980901,0.00006207966,0.005428426,0.0001963326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980356,0.0002163195,0.005317298,0.01054213,0.0003165692,0.0007869736,0.0002938507,0.00005299107,0.002117817],"genre_scores_gemma":[0.9761429,0.0002351405,0.00126965,0.02094623,0.00007577541,0.00009930578,0.0009739912,0.00002241642,0.0002346302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02900908,"threshold_uncertainty_score":0.9879687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01817367322737589,"score_gpt":0.2973214482532894,"score_spread":0.2791477750259135,"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."}}