{"id":"W2740790377","doi":"10.1016/j.ekir.2017.07.010","title":"Remote Patient Management for Home Dialysis Patients","year":2017,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Western University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Observational study; Intensive care medicine; Dialysis; Nephrology; Randomized controlled trial; Health care; Kidney disease; Disease management; Medical emergency; Nursing; Internal medicine; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.000183118,0.0001459149,0.0002285085,0.0001699128,0.0002013649,0.0001505745,0.0001740123,0.00003828816,0.0002836753],"category_scores_gemma":[0.0006820369,0.0001188622,0.0003364613,0.00003416191,0.00004122828,0.0001203177,0.0002214885,0.00004581923,0.00003150245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001298756,"about_ca_system_score_gemma":0.00003731374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003834902,"about_ca_topic_score_gemma":0.000001907704,"domain_scores_codex":[0.9982605,0.000008436918,0.0004534095,0.000398424,0.000691886,0.0001873697],"domain_scores_gemma":[0.9981149,0.00001164447,0.0004938409,0.0007485798,0.0003200663,0.0003110113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006502123,0.001930104,0.1455972,0.0003866826,0.004965174,0.002155169,0.0002213483,0.00003521612,0.0001340085,0.002908759,0.3121122,0.5289039],"study_design_scores_gemma":[0.001628101,0.0001273866,0.3109356,0.0002229748,0.0006849775,0.00001329027,0.00002034789,0.0006355594,0.0002501977,0.002352337,0.6829199,0.0002093832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4492207,0.00004493136,0.00410809,0.0165397,0.008294369,0.002770974,0.0001780958,0.0001309458,0.5187122],"genre_scores_gemma":[0.9813687,0.00005135392,0.003128679,0.00180003,0.0002607698,0.00007208613,0.0006613039,0.00002342517,0.01263361],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.532148,"threshold_uncertainty_score":0.4847058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148292035115269,"score_gpt":0.2805199666682794,"score_spread":0.2690370463171268,"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."}}