{"id":"W1494073258","doi":"10.1093/ndt/gfv194.12","title":"SP448THE “EMPATHIC RELATIONSHIP\": A USEFUL TOOL FOR IMPROVING THE QUALITY OF LIVE IN HEMODIALYSIS PATIENTS? OUR EXPERIENCE","year":2015,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Quality (philosophy); Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001303983,0.0003458813,0.000239707,0.0003733909,0.0009252606,0.0007966076,0.0005308702,0.001188589,0.003820355],"category_scores_gemma":[0.002527131,0.0000840478,0.0002137181,0.0004816169,0.001078873,0.001143951,0.001144827,0.001279075,0.0005491601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002565792,"about_ca_system_score_gemma":0.0003771251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004483755,"about_ca_topic_score_gemma":0.0003939076,"domain_scores_codex":[0.9991975,0.0005928769,0.00003466388,0.00003495714,0.000077347,0.0000626987],"domain_scores_gemma":[0.9994985,0.0002107946,0.00004926484,0.0000261237,0.00006310072,0.0001521683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003766547,0.001372878,0.0627009,0.001840311,0.00005545583,0.02273176,0.03398547,0.0002921073,0.006261322,0.00302292,0.08717866,0.7801815],"study_design_scores_gemma":[0.0001497952,0.005593362,0.1755805,0.00220073,0.000133951,0.1413678,0.06823745,0.001440806,0.00438743,0.004977711,0.5957035,0.000226837],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8034355,0.06951168,0.006692742,0.06140854,0.00386419,0.0002450198,0.0003414971,0.0002093115,0.05429145],"genre_scores_gemma":[0.9472969,0.02447838,0.005127024,0.0111011,0.003362883,0.0001308944,0.0001156962,0.00003568444,0.008351438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003820355,"threshold_uncertainty_score":0.01278037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04460006952415669,"score_gpt":0.3131794125061512,"score_spread":0.2685793429819945,"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."}}