{"id":"W4403636573","doi":"10.3390/medicina60111732","title":"Social Support and Quality of Life in Hemodialysis Patients: A Comparative Study with Healthy Controls","year":2024,"lang":"en","type":"article","venue":"Medicina","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Multiple Sclerosis Society; Ministère de la Santé et des Services sociaux; World Health Organization","keywords":"Hemodialysis; Quality of life (healthcare); Social support; Medicine; Gerontology; Psychology; Intensive care medicine; Internal medicine; Social psychology; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0006523582,0.0003763041,0.0005545969,0.001741844,0.000629209,0.0006473949,0.0002627942,0.000649809,0.002011394],"category_scores_gemma":[0.001465411,0.000209363,0.000429312,0.0010103,0.0003626252,0.000513766,0.000460162,0.0004014173,0.0002218155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000289047,"about_ca_system_score_gemma":0.0001638531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001932703,"about_ca_topic_score_gemma":0.001235088,"domain_scores_codex":[0.9996094,0.0001167387,0.00004932443,0.00008583919,0.00007059754,0.00006815377],"domain_scores_gemma":[0.9993048,0.0001917381,0.0001849804,0.00003501168,0.00008291703,0.000200595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008029614,0.0008677,0.9933694,0.00003775938,0.0001528353,0.000258926,0.0004087619,0.00003259545,0.0002846573,0.00003029374,0.0001056795,0.003648464],"study_design_scores_gemma":[0.00009389111,0.001724755,0.9962428,0.00001039431,0.00007786572,0.0005711346,0.0008034882,0.000124669,0.00005677881,0.00003006045,0.0002564882,0.000007662909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993871,0.0002196837,0.00003912831,0.00001071938,0.000005562306,0.00001377366,0.00008236372,0.00000127869,0.0002403494],"genre_scores_gemma":[0.9995505,0.0001073482,0.00004689125,0.00001970998,0.00001591316,0.00001972884,0.000170208,6.920191e-7,0.00006888592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002011394,"threshold_uncertainty_score":0.006728768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04672106486313273,"score_gpt":0.3663718473333038,"score_spread":0.3196507824701711,"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."}}