{"id":"W3176515441","doi":"10.1111/hdi.12956","title":"Risk of hospitalization, technique failure, and death with increased training duration in 3‐days‐a‐week home hemodialysis","year":2021,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Hemodialysis; Hazard ratio; Dialysis; Confidence interval; Proportional hazards model; Coronary artery disease; Internal medicine; Emergency medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009946977,0.0002377219,0.0002746748,0.0003436717,0.0002741236,0.000485345,0.0004120378,0.0003271115,0.002170451],"category_scores_gemma":[0.002638559,0.0001868335,0.0008191445,0.0003804849,0.000198469,0.0002638753,0.0007397939,0.0008044733,0.000124073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003753527,"about_ca_system_score_gemma":0.0005003557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002697226,"about_ca_topic_score_gemma":0.002194549,"domain_scores_codex":[0.999561,0.0001375394,0.00003941156,0.00008774536,0.00006405204,0.0001101454],"domain_scores_gemma":[0.99742,0.0004905945,0.00127692,0.0001291775,0.0001096519,0.0005737133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005104197,0.00007419982,0.9971604,0.00001262966,0.00006741554,0.00004535052,0.00002503543,0.0002373448,0.00005117735,0.00001087965,0.00009417714,0.00171086],"study_design_scores_gemma":[0.00001404827,0.0002721169,0.9978788,0.00001102532,0.00004477796,0.0001513635,0.0000566526,0.001431518,0.0000390223,0.00003114557,0.00006535878,0.00000423662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995116,0.0001194415,0.000106942,0.00003053913,0.000005550652,0.000002959884,0.00009447655,0.000003694331,0.0001247299],"genre_scores_gemma":[0.9996746,0.00003776174,0.00006353189,0.000008320675,0.000009435989,0.000004450756,0.0001346218,9.806577e-7,0.00006642408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002697226,"threshold_uncertainty_score":0.007260859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059273011363896,"score_gpt":0.2374016997960801,"score_spread":0.2268089696824411,"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."}}