{"id":"W4385514247","doi":"10.1111/nep.14224","title":"Constipation and clinical outcomes in peritoneal dialysis: Results from Thailand <scp>PDOPPS</scp>","year":2023,"lang":"en","type":"article","venue":"Nephrology","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Constipation; Peritoneal dialysis; Internal medicine; Peritonitis; Functional constipation; Hemodialysis; Population; Dialysis; Physical therapy","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":[0.001280643,0.0001753067,0.000202842,0.0008004397,0.0002957723,0.0005895105,0.0001712868,0.0001511945,0.0008761649],"category_scores_gemma":[0.003163341,0.0001039471,0.0005288112,0.001645193,0.0002649111,0.0003303272,0.0008679061,0.0003083205,0.00008066869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005708677,"about_ca_system_score_gemma":0.0008606574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01459538,"about_ca_topic_score_gemma":0.01500366,"domain_scores_codex":[0.9993452,0.0002248576,0.0001403457,0.00007357726,0.0001227966,0.00009312361],"domain_scores_gemma":[0.9961269,0.0005839936,0.002114081,0.00009901617,0.0004421108,0.0006338509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007493283,0.00001236744,0.998404,0.00003293156,0.00003027089,0.00003266721,0.0001110864,0.00003474509,0.00002595533,0.000004762768,0.00006592366,0.00117042],"study_design_scores_gemma":[0.00000615727,0.00008197449,0.9991031,0.00002191839,0.0000263784,0.0001438947,0.0003600606,0.00008864816,0.00002483565,0.000004444895,0.0001355742,0.000003066014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984311,0.0003271997,0.00004076548,0.00004518903,0.000002848187,0.000009964348,0.0008920053,0.000001470351,0.0002493185],"genre_scores_gemma":[0.9990299,0.0001595137,0.00004753102,0.00002033959,0.000004741658,0.00001462642,0.000674974,9.706808e-7,0.00004737145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01459538,"threshold_uncertainty_score":0.02902085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03482180348636182,"score_gpt":0.320068949764528,"score_spread":0.2852471462781662,"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."}}