{"id":"W2070588300","doi":"10.1007/s11255-006-0057-7","title":"Age and underdialysis as predictors of sleep disorders in peritoneal dialysis patients","year":2006,"lang":"en","type":"letter","venue":"International Urology and Nephrology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Peritoneal dialysis; Nephrology; Internal medicine; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014555,0.0002570469,0.0006881326,0.0009865483,0.00003698502,0.000009449527,0.00017775,0.001028702,0.0002590021],"category_scores_gemma":[0.0001643934,0.00024858,0.0001208756,0.000157028,0.001027784,0.00005768765,0.0002075327,0.001207426,0.000009226756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007019539,"about_ca_system_score_gemma":0.00003031913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006107539,"about_ca_topic_score_gemma":0.0006311355,"domain_scores_codex":[0.9980026,0.0002472225,0.0004638986,0.0005646832,0.0003704204,0.0003511245],"domain_scores_gemma":[0.998984,0.0004398422,0.0001850811,0.0001988248,0.0001340409,0.00005824565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007410319,0.0002238584,0.9805893,0.00006372301,0.001430975,0.0005179651,0.0001841917,0.00001223959,0.0001560824,0.0001925841,0.01232293,0.003565098],"study_design_scores_gemma":[0.003117516,0.0008499433,0.8988963,0.000006169406,0.0004091309,0.0000541451,0.00001081534,0.0003427243,0.00001625599,0.003146353,0.09296475,0.000185826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8299813,0.0001831812,0.00002256277,0.1664753,0.0003841734,0.0003028389,0.00007538826,0.0000133614,0.002561997],"genre_scores_gemma":[0.9364995,0.0001176921,0.00004288739,0.06149939,0.0006406053,0.0000492979,0.0009013931,0.00003131829,0.0002179696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1065182,"threshold_uncertainty_score":0.9999967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006018395004188421,"score_gpt":0.2545835459937623,"score_spread":0.2485651509895739,"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."}}