{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003122718,0.0002824746,0.0005770954,0.0003817705,0.0004247144,0.0001355366,0.0002017157,0.00006500597,0.002029244],"category_scores_gemma":[0.0001593014,0.0002335174,0.0003596803,0.0004191112,0.00004958832,0.0001756238,0.0002805556,0.000269377,0.00001984063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036612,"about_ca_system_score_gemma":0.000093542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002572461,"about_ca_topic_score_gemma":0.0000485014,"domain_scores_codex":[0.9965777,0.0001515879,0.0004658052,0.0005661501,0.001907666,0.0003310486],"domain_scores_gemma":[0.998867,0.00010035,0.0003322414,0.0002260906,0.0002313811,0.0002429617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002313229,0.003890641,0.8665862,0.0001226868,0.01691171,0.0003284593,0.008812614,0.0009910994,0.008740676,0.0006156469,0.04079797,0.04988905],"study_design_scores_gemma":[0.01014767,0.001589881,0.6552155,0.00007252041,0.006666969,0.00007469968,0.01039952,0.01923257,0.002306071,0.00003170701,0.2927518,0.0015111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846193,0.0002510642,0.00003416587,0.007251728,0.0005321043,0.0003880491,0.0003714341,0.00007178631,0.006480352],"genre_scores_gemma":[0.9918351,0.00009888138,0.0001358806,0.0008145144,0.0001386439,0.0003260463,0.00138058,0.00003368168,0.005236707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2519538,"threshold_uncertainty_score":0.998883,"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."}}