{"id":"W2804489712","doi":"10.1093/ndt/gfy104.fp483","title":"FP483PATIENT-REPORTED DISADVANTAGES OF PERITONEAL DIALYSIS: RESULTS FROM THE PERITONEAL DIALYSIS OUTCOMES AND PRACTICE PATTERNS STUDY (PDOPPS)","year":2018,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Peritoneal dialysis; Intensive care medicine; Dialysis; Internal medicine; Urology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001678171,0.0002305208,0.0003460197,0.0009012771,0.000323962,0.0006249171,0.0005020313,0.0004931735,0.001856129],"category_scores_gemma":[0.00586965,0.0002009996,0.0008400501,0.001729251,0.000221267,0.000638375,0.0009038489,0.0006613359,0.0002235336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004534419,"about_ca_system_score_gemma":0.0006289681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01135202,"about_ca_topic_score_gemma":0.008609148,"domain_scores_codex":[0.9989196,0.000277571,0.0001812164,0.0001825459,0.0003101535,0.0001288879],"domain_scores_gemma":[0.9947884,0.0006134885,0.003316277,0.0001548732,0.0006111457,0.0005156734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004830923,0.0000150747,0.9981224,0.00002779695,0.00007904166,0.00001156785,0.00005428083,0.00001758056,0.0000114461,0.000009023162,0.0003149211,0.001288505],"study_design_scores_gemma":[0.00001008025,0.00002933751,0.9995196,0.00001810009,0.00002725226,0.00003850614,0.00008075017,0.00005439955,0.00000689101,0.00001208763,0.0002007968,0.000002220682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911369,0.0006496288,0.0001534745,0.0003051341,0.00001734368,0.00003870502,0.006763921,0.000005903091,0.0009290706],"genre_scores_gemma":[0.9965461,0.0002073904,0.0001238053,0.00006144842,0.00001800677,0.00005718252,0.002794364,0.000002786055,0.000188901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01135202,"threshold_uncertainty_score":0.02257192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01936934203756602,"score_gpt":0.3065194604689168,"score_spread":0.2871501184313508,"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."}}