{"id":"W3130132411","doi":"10.1111/sdi.12960","title":"Complications and challenges of home hemodialysis: A historical review","year":2021,"lang":"en","type":"review","venue":"Seminars in Dialysis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Hemodialysis; Intensive care medicine; Psychosocial; Home hemodialysis; Narrative review; Vascular access; Surgery; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005901948,0.0004047467,0.004958113,0.0007222928,0.00003028588,0.00001170054,0.0002146185,0.0002094873,0.00006735483],"category_scores_gemma":[0.0003371677,0.0003191557,0.001548854,0.001382573,0.00007911723,0.0000297516,0.0002374893,0.0002565286,0.00001408698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004216528,"about_ca_system_score_gemma":0.0001777341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003557877,"about_ca_topic_score_gemma":0.0000194497,"domain_scores_codex":[0.9969786,0.0003516449,0.001269215,0.0007120161,0.0004493116,0.0002391445],"domain_scores_gemma":[0.9978394,0.0002702843,0.0005275705,0.001038323,0.000128558,0.0001958465],"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":[0.000002004361,0.0003920049,0.00001183048,0.1144535,0.001013593,0.00005786635,0.00004455003,1.949516e-7,1.549495e-7,0.0003030128,0.002726966,0.8809943],"study_design_scores_gemma":[0.0001636816,0.00003120706,0.00005776357,0.1568733,0.01842043,0.00001626489,0.00003409946,0.000002489407,1.231875e-7,0.00002825086,0.824144,0.00022835],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001538983,0.992928,0.000007303116,0.001871002,0.00008009222,0.0007668298,0.00002614222,0.00001823477,0.004300833],"genre_scores_gemma":[0.000008019834,0.9983486,0.0003827009,0.0001689618,0.00007153489,0.0003879929,0.0003063956,0.00004101851,0.0002848029],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.880766,"threshold_uncertainty_score":0.999926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06578074563723672,"score_gpt":0.333448493150745,"score_spread":0.2676677475135083,"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."}}