{"id":"W2618299649","doi":"10.15173/m.v1i25.853","title":"Chronic Kidney Disease of Unknown Etiology and the Island of Widows","year":2014,"lang":"en","type":"article","venue":"The Meducator","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Etiology; Kidney disease; Disease; Medicine; Peer review; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002293365,0.00004017821,0.0001140609,0.00002317696,0.00002393298,0.000001446856,0.00004537895,0.00001629634,0.0001931437],"category_scores_gemma":[0.0001676726,0.00001880103,0.00002605004,0.00004821905,0.0002832033,0.00001010114,0.000006032928,0.00004787618,0.000006350045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006260746,"about_ca_system_score_gemma":0.0001425056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001962538,"about_ca_topic_score_gemma":0.00001247743,"domain_scores_codex":[0.9996294,0.00008374964,0.0001079511,0.00005482222,0.00007196034,0.00005214001],"domain_scores_gemma":[0.9995489,0.000158716,0.0000533018,0.0001463824,0.00002990129,0.00006276161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.008479837,0.00103239,0.2463275,0.005186375,0.0009793226,0.000004566445,0.04403507,0.00002347817,0.06570412,0.5667412,0.03084067,0.03064545],"study_design_scores_gemma":[0.01784917,0.0005207301,0.8599455,0.0003569492,0.001358808,0.00005154455,0.0004949823,0.001011724,0.02309448,0.006536912,0.08859231,0.0001868963],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696225,0.0007479518,0.000185666,0.02710175,0.0001895438,0.0002689724,0.00001515049,0.000007602548,0.001860864],"genre_scores_gemma":[0.9984069,0.0001391725,0.00001594651,0.0006889841,0.0001374445,0.000007013397,0.00001464508,0.00000448271,0.0005853971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.613618,"threshold_uncertainty_score":0.2114788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005686123565321085,"score_gpt":0.2465523858175925,"score_spread":0.2408662622522715,"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."}}