{"id":"W4224245546","doi":"10.1111/hdi.13014","title":"Characteristics, practices, and outcomes in a Belgian cohort of incident home hemodialysis patients: A 6‐year experience","year":2022,"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":"","funders":"","keywords":"Medicine; Hemodialysis; Dialysis; Home hemodialysis; Incidence (geometry); Arteriovenous fistula; Cumulative incidence; Renal replacement therapy; Cohort; Surgery; Emergency medicine; Pediatrics; Internal medicine","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":[0.0005154961,0.0002297335,0.00030227,0.001119428,0.0005986174,0.0008036531,0.0002843639,0.000356865,0.0008390217],"category_scores_gemma":[0.001178671,0.0002206438,0.0003115427,0.00134497,0.0003163084,0.0004605137,0.0004202111,0.0003594689,0.0001352043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079155,"about_ca_system_score_gemma":0.0008318317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04489909,"about_ca_topic_score_gemma":0.02774468,"domain_scores_codex":[0.9996523,0.0000810167,0.0000365336,0.00006260019,0.00006345497,0.0001040745],"domain_scores_gemma":[0.9990292,0.0001234263,0.0004389067,0.00003974916,0.000124612,0.0002442788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002930036,0.00004151217,0.9981949,0.000004976406,0.00001462552,0.0001226113,0.0003135388,0.00003702567,0.00006813994,0.000008412374,0.00007188156,0.00109304],"study_design_scores_gemma":[0.000002845013,0.00007748332,0.9984244,0.000005372292,0.0000098092,0.0004210508,0.0007185337,0.0001063085,0.00002661217,0.000004995297,0.0001987013,0.000003907278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994928,0.0001084446,0.00003145379,0.00002434769,0.000001555825,0.000004021771,0.0002137771,0.000002169537,0.0001214839],"genre_scores_gemma":[0.9994337,0.000139795,0.00005148648,0.00001995324,0.000004913284,0.000004641917,0.0002673536,0.000001467781,0.00007670841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04489909,"threshold_uncertainty_score":0.08927548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194448669018832,"score_gpt":0.2806125846975489,"score_spread":0.2686680980073606,"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."}}