{"id":"W2183548702","doi":"10.1177/089686080002000612","title":"Marked Variation in Peritoneal Insulin Absorption in Peritoneal Dialysis","year":2000,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; St. Boniface Hospital","funders":"","keywords":"Peritoneal dialysis; Medicine; Internal medicine; Absorption (acoustics); Insulin; Endocrinology; Urology; Materials science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008623978,0.0004320113,0.0008466237,0.001374448,0.0001035333,0.0001949204,0.0003906135,0.0002465513,0.01033022],"category_scores_gemma":[0.0002082918,0.0004249243,0.0005807899,0.001272875,0.0001280499,0.0004334368,0.0001135253,0.0004254829,0.0004413208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007763679,"about_ca_system_score_gemma":0.000139622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002238096,"about_ca_topic_score_gemma":0.0010683,"domain_scores_codex":[0.9956646,0.000275745,0.001272892,0.0009403357,0.001286789,0.0005596227],"domain_scores_gemma":[0.9987842,0.00009935648,0.0002002997,0.0004980437,0.0001509943,0.0002670636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0119078,0.01517105,0.3614335,0.0004116686,0.003963521,0.001752731,0.01334421,0.02355682,0.0349317,0.003031225,0.002807779,0.527688],"study_design_scores_gemma":[0.004340786,0.0001172274,0.9245912,0.0001547838,0.0004038649,0.00001741803,0.0002218846,0.05456215,0.0001941165,0.0002680869,0.01460724,0.0005212142],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659491,0.0002152491,0.0001723701,0.003463161,0.0005939394,0.0005661393,0.00006394188,0.00008874544,0.02888738],"genre_scores_gemma":[0.9921295,0.0008627647,0.0007527953,0.0006206439,0.001092789,0.0002815149,0.0009331464,0.00005303419,0.003273827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5631577,"threshold_uncertainty_score":0.9998202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009132834128795347,"score_gpt":0.2614875002772216,"score_spread":0.2523546661484262,"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."}}