{"id":"W2803340663","doi":"10.1093/ndt/gfy104.sp502","title":"SP502REMOTE MANAGEMENT FOR PERITONEAL DIALYSIS: PERSPECTIVES ON EFFECTS ON CARE","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","funders":"","keywords":"Medicine; Peritoneal dialysis; Intensive care medicine; Internal medicine","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":[0.006466917,0.000197085,0.0002376742,0.0005409317,0.001774982,0.003888048,0.0005707643,0.001269531,0.004881772],"category_scores_gemma":[0.00934724,0.0001374055,0.0006394973,0.0005078301,0.002061245,0.002475054,0.003292457,0.001968268,0.0002930407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003218664,"about_ca_system_score_gemma":0.003115672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003813559,"about_ca_topic_score_gemma":0.007184241,"domain_scores_codex":[0.9940432,0.004261094,0.0001717477,0.0001945759,0.0006667299,0.0006627809],"domain_scores_gemma":[0.9911724,0.004935055,0.0008713989,0.0001313491,0.001062781,0.00182701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005904887,0.0006311536,0.2363952,0.002542368,0.0002400357,0.004557274,0.375737,0.0004648588,0.002452322,0.01743816,0.04587509,0.3130761],"study_design_scores_gemma":[0.0001016374,0.001440625,0.1453413,0.003749019,0.0001913002,0.004067917,0.6720369,0.000530211,0.001186717,0.006011706,0.1652368,0.0001058134],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7099637,0.02274127,0.001429425,0.1923979,0.0008803065,0.00005219429,0.0003219649,0.00003051259,0.0721827],"genre_scores_gemma":[0.9862161,0.006644773,0.0004576739,0.005381055,0.000246763,0.00002316176,0.00005630403,0.00001166733,0.0009624693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006466917,"threshold_uncertainty_score":0.03420073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007568123307936568,"score_gpt":0.2641215073264668,"score_spread":0.2565533840185303,"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."}}