{"id":"W2068729963","doi":"10.1046/j.1492-7535.2003.01245.x","title":"Home Hemodialysis: Associations with Modality Failure","year":2003,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Dialysis; Internal medicine; Logistic regression; Renal replacement therapy; Demographics; Diabetes mellitus; Surgery; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003347056,0.0001498318,0.0001958974,0.0003198399,0.0002582395,0.0004796432,0.0002459229,0.0003225306,0.001661534],"category_scores_gemma":[0.001576842,0.00009992364,0.0001636242,0.0005260336,0.0002181202,0.0002689404,0.000283372,0.0004291672,0.0001437338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001853802,"about_ca_system_score_gemma":0.0002452224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002522585,"about_ca_topic_score_gemma":0.002137317,"domain_scores_codex":[0.9997912,0.00005941687,0.00002344994,0.00003291594,0.00004710601,0.00004588732],"domain_scores_gemma":[0.9986046,0.0002369369,0.0007345856,0.00004499436,0.00009437678,0.0002844309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003793345,0.00002198787,0.9987236,0.000006197238,0.00001410175,0.00003651205,0.00001190055,0.00002042217,0.00005267969,0.000005660981,0.00006425443,0.001004664],"study_design_scores_gemma":[0.000003127887,0.00004797941,0.9991468,0.000008192177,0.00001000018,0.0004183806,0.00003747565,0.0001495027,0.00003480521,0.00001714267,0.0001249144,0.000001681484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998695,0.0005126791,0.00009010916,0.00007557129,0.000007111161,0.000004330663,0.0001766683,0.000005282556,0.0004332059],"genre_scores_gemma":[0.9997043,0.00009162451,0.00004090787,0.00001783707,0.0000124509,0.000002103706,0.00008358626,9.194146e-7,0.00004628974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002522585,"threshold_uncertainty_score":0.005558431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01300735244804502,"score_gpt":0.2578590840937129,"score_spread":0.2448517316456679,"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."}}