{"id":"W4397043154","doi":"10.1681/asn.20233411s1908c","title":"Constipation and Clinical Outcomes in Peritoneal Dialysis: Results from Thailand PDOPPS","year":2023,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Peritoneal dialysis; Medicine; Constipation; Intensive care medicine; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009258968,0.0002097348,0.0002089901,0.001122407,0.0003972663,0.0006551826,0.0001648097,0.0001527443,0.001046781],"category_scores_gemma":[0.002330751,0.000131348,0.000537231,0.001986045,0.0002588792,0.0002998658,0.0009929229,0.0002998401,0.0001208529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006138906,"about_ca_system_score_gemma":0.001096423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01958884,"about_ca_topic_score_gemma":0.01627127,"domain_scores_codex":[0.9994511,0.0001506069,0.000136327,0.00006189513,0.000114279,0.00008580611],"domain_scores_gemma":[0.9972687,0.0004182065,0.001258437,0.00007041852,0.000468111,0.0005160395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008138746,0.00002259048,0.9970424,0.00007678394,0.0000309253,0.00009672912,0.0003418483,0.00003790413,0.00005153393,0.000007120861,0.0001308776,0.002079929],"study_design_scores_gemma":[0.000007013035,0.00009987853,0.9980237,0.00004392193,0.00003083541,0.0003216585,0.001088134,0.00007026052,0.00003491545,0.000005463997,0.0002694872,0.000004696575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973496,0.0004031315,0.00004350645,0.0000465269,0.000002994413,0.00001766122,0.001718339,0.000001876846,0.000416333],"genre_scores_gemma":[0.9976588,0.000429245,0.00007454836,0.00003098148,0.000005510238,0.00003397757,0.001651539,0.000001604491,0.0001138084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01958884,"threshold_uncertainty_score":0.03894967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02930694693911645,"score_gpt":0.333669170553606,"score_spread":0.3043622236144895,"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."}}