{"id":"W4213348035","doi":"10.1177/08968608221078903","title":"Assisted peritoneal dialysis performed by caregivers and its association with patient outcomes","year":2022,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"National Research Council of Thailand","keywords":"Medicine; Peritoneal dialysis; Hazard ratio; Internal medicine; Confidence interval; Propensity score matching; Logistic regression; Peritonitis; Dialysis; Proportional hazards model; Surgery","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":[0.0006938758,0.0001419231,0.0001534471,0.000352207,0.0002756118,0.0004900946,0.0002024044,0.0001771817,0.001183791],"category_scores_gemma":[0.004258649,0.00008036334,0.0003128555,0.0005617397,0.0001936876,0.0002761021,0.0004481182,0.000452276,0.00008276104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002562032,"about_ca_system_score_gemma":0.0003657999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001358025,"about_ca_topic_score_gemma":0.001471479,"domain_scores_codex":[0.9995306,0.000161125,0.00007442124,0.00006197301,0.00009695543,0.00007489207],"domain_scores_gemma":[0.9961843,0.0006524745,0.002409212,0.0001130453,0.000234557,0.0004065185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005950738,0.00001701197,0.998543,0.00001587571,0.00003032351,0.00005777497,0.00004569953,0.00002862259,0.00001811689,0.00001211445,0.0000594128,0.001112486],"study_design_scores_gemma":[0.000006395118,0.00008033751,0.9985892,0.00002328556,0.00003293044,0.0004488697,0.000305533,0.000248661,0.00003795096,0.00004311905,0.0001801952,0.000003436218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989468,0.0004680748,0.00006125469,0.00007555771,0.000007678427,0.000003497973,0.000159377,0.000001375169,0.0002763641],"genre_scores_gemma":[0.9997461,0.0001083779,0.00002468944,0.000008060661,0.000004456749,0.000002364777,0.00007710731,3.26557e-7,0.00002845205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001358025,"threshold_uncertainty_score":0.003960133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007351851869829441,"score_gpt":0.2382365081542504,"score_spread":0.230884656284421,"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."}}