{"id":"W1994678068","doi":"10.1159/000074667","title":"Glucose-Induced Changes in the Phenotype of Human Peritoneal Mesothelial Cells: Effect of <i>L</i>-2-Oxothiazolidine Carboxylic Acid","year":2003,"lang":"en","type":"article","venue":"American Journal of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mesothelial Cell; Mannitol; Internal medicine; Endocrinology; Peritoneal dialysis; Medicine; Mesothelium; Peritoneum; Biochemistry; Chemistry; Pathology","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":[0.00016061,0.0004392731,0.0001941846,0.0001211955,0.000107111,0.0002271029,0.0001192107,0.0002675731,0.001113971],"category_scores_gemma":[0.0001267248,0.0001288994,0.0002852005,0.0001438689,0.0001925671,0.0001422861,0.0001578648,0.0003884249,0.0002852178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000157,"about_ca_system_score_gemma":0.0001327163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005156693,"about_ca_topic_score_gemma":0.0004611062,"domain_scores_codex":[0.9998654,0.00004474984,0.0000155607,0.00002019682,0.00001654417,0.00003741404],"domain_scores_gemma":[0.9998629,0.00002475263,0.00003398094,0.00002048812,0.00001584951,0.00004198431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001001616,0.0000772856,0.0004132928,0.00004801775,0.00001047288,0.0001025915,0.00003756261,0.00003550666,0.9972053,0.0000190258,0.00003083652,0.001018376],"study_design_scores_gemma":[0.00007633602,0.002133806,0.0194476,0.000007521173,0.00003220701,0.0001905396,0.00006399799,0.0003157939,0.976636,0.0000161922,0.001072091,0.000007793726],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967573,0.001694068,0.0004583528,0.00006775566,0.00003677255,0.00002299432,0.0002183139,0.00002416393,0.0007202954],"genre_scores_gemma":[0.9976357,0.0005905152,0.000615622,0.00004729466,0.00001537735,0.00003318274,0.0002959812,0.000006645073,0.0007597128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001113971,"threshold_uncertainty_score":0.003726661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01038619640444839,"score_gpt":0.2634101971219736,"score_spread":0.2530240007175252,"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."}}