{"id":"W2318297622","doi":"","title":"Conversion between hemodialysis and continuous ambulatory peritoneal dialysis (CAPD) may impact on sleep apnea in favor of CAPD","year":2009,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Restless Legs Syndrome Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Continuous ambulatory peritoneal dialysis; Hemodialysis; Peritoneal dialysis; Ambulatory; Sleep apnea; Obstructive sleep apnea; Intensive care medicine; Dialysis; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008025601,0.0003549252,0.001204843,0.001611472,0.00006766102,0.00006265126,0.0003423288,0.0002546275,0.0005977194],"category_scores_gemma":[0.0003761755,0.0003087257,0.0005514325,0.0007059783,0.0002211701,0.0002117484,0.0001057672,0.0004680314,0.00006384654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000533606,"about_ca_system_score_gemma":0.0001424722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005721711,"about_ca_topic_score_gemma":0.00001705783,"domain_scores_codex":[0.9964514,0.0002102811,0.0008181552,0.0006598406,0.001393712,0.0004666419],"domain_scores_gemma":[0.9981151,0.0003871274,0.0002793248,0.0005425729,0.0003421575,0.000333769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009520003,0.0006359008,0.945956,0.00006062899,0.001101463,0.0001780857,0.0006388092,0.0005351067,0.01295952,0.0001331993,0.0003695561,0.03647976],"study_design_scores_gemma":[0.004371846,0.0006519241,0.9654807,0.0001239058,0.0004486449,0.00005060284,0.0001788831,0.01208735,0.01575646,0.0001371005,0.0003573266,0.0003552503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939455,0.0001457156,0.0002149885,0.00172533,0.0001069654,0.0003676469,0.00009194754,0.00003866584,0.003363208],"genre_scores_gemma":[0.9982612,0.0001025747,0.0004126002,0.0001480896,0.0003281306,0.00001755393,0.000296786,0.00003193332,0.0004011696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03612451,"threshold_uncertainty_score":0.9999365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01987884988405113,"score_gpt":0.3234719484539905,"score_spread":0.3035930985699393,"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."}}