{"id":"W2977316266","doi":"10.1111/hdi.12782","title":"Association between patient psychosocial characteristics and receipt of in‐center nocturnal hemodialysis among prevalent dialysis patients","year":2019,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychosocial; Hemodialysis; Dialysis; Ambulatory; Logistic regression; Home hemodialysis; Emergency medicine; Internal medicine; Psychiatry","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":[0.0007407622,0.0001406997,0.0002028563,0.0005143292,0.0003555067,0.0005397983,0.0002677757,0.0002823071,0.002141786],"category_scores_gemma":[0.003116565,0.0001234991,0.0003557888,0.0007928387,0.0002053696,0.0003155163,0.0003569919,0.0005465473,0.0000931089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002835631,"about_ca_system_score_gemma":0.0003687597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003668458,"about_ca_topic_score_gemma":0.004898755,"domain_scores_codex":[0.9995549,0.0001548017,0.00006965869,0.00006007664,0.0000889891,0.00007144375],"domain_scores_gemma":[0.9968199,0.0007966853,0.001568256,0.00009922121,0.0001712864,0.0005447883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002074588,0.00002167969,0.9995263,0.000003421208,0.00001642288,0.000009255841,0.00001847434,0.00001495698,0.00002642977,0.000004258712,0.00002717516,0.0003109581],"study_design_scores_gemma":[0.000002429804,0.00003536212,0.9996787,0.000002956751,0.000008096542,0.00004413812,0.00009803514,0.00006980558,0.00001226096,0.000004368557,0.0000426702,0.000001159321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994717,0.00007595708,0.0000256733,0.00004963092,0.000002542854,0.000003679602,0.0001926774,0.000001358928,0.0001768718],"genre_scores_gemma":[0.9997714,0.00003290067,0.0000250234,0.00001342025,0.000005319813,0.000003608458,0.000117644,3.527838e-7,0.00003022898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003668458,"threshold_uncertainty_score":0.007294238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007901608439098613,"score_gpt":0.2458368969867836,"score_spread":0.237935288547685,"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."}}