{"id":"W1926969585","doi":"10.1111/hdi.12176","title":"Home hemodialysis: Beliefs, attitudes, and practice patterns","year":2014,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Home hemodialysis; Hemodialysis; Disadvantage; Family medicine; Intensive care medicine; Nursing; 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":[0.0020406,0.00009169113,0.0002425501,0.0006402904,0.0005864408,0.001151044,0.0003995043,0.0005915409,0.001576793],"category_scores_gemma":[0.007148879,0.0001905174,0.0002576957,0.0007142506,0.0006328226,0.0009433199,0.0006503828,0.0007779317,0.0002138894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006709545,"about_ca_system_score_gemma":0.0007892295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0129533,"about_ca_topic_score_gemma":0.01118407,"domain_scores_codex":[0.9990026,0.0003195216,0.00009729427,0.00008594226,0.0003608328,0.0001337664],"domain_scores_gemma":[0.9950597,0.001471661,0.001813534,0.0001020871,0.0005456453,0.001007266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004202162,0.0002513018,0.9636173,0.0000924017,0.00003933372,0.0001944321,0.0183282,0.00004912985,0.0002011972,0.00013142,0.0006536665,0.01639956],"study_design_scores_gemma":[0.000008398046,0.0002017803,0.9692777,0.0001204152,0.00001249266,0.0004003709,0.028317,0.0003432643,0.00005727475,0.0001081492,0.001136103,0.00001717042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977033,0.0002711174,0.00004317399,0.0006615173,0.0000066391,0.0000103308,0.00004999119,0.000002595831,0.001251492],"genre_scores_gemma":[0.9991193,0.0003138905,0.00007459579,0.0002259577,0.00000747009,0.000005958697,0.00003312164,0.000001164844,0.0002186118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0129533,"threshold_uncertainty_score":0.02575582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411588438001962,"score_gpt":0.2887541123862728,"score_spread":0.2746382280062531,"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."}}