{"id":"W2589067560","doi":"10.1093/ndt/gfw198.19","title":"MP602THE INFLUENCE OF SOCIAL SUPPORT IN HEMODIALYSIS PATIENTS","year":2016,"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; 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":[0.0003528972,0.0002412845,0.0002489509,0.0005956386,0.0004660984,0.0005639545,0.0001999187,0.0003194335,0.002630544],"category_scores_gemma":[0.002778974,0.00007300128,0.0004095676,0.0005339475,0.0001774994,0.0002074902,0.0004314744,0.0004024292,0.0001635293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000224505,"about_ca_system_score_gemma":0.0002851243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002657651,"about_ca_topic_score_gemma":0.003038612,"domain_scores_codex":[0.9995075,0.0002037152,0.0000440919,0.00005027756,0.0001072217,0.00008709548],"domain_scores_gemma":[0.9985965,0.0003207201,0.0005092477,0.00003146886,0.0001202577,0.0004217624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001032055,0.00007191059,0.9941292,0.00002252156,0.00008936888,0.0001078205,0.0001132362,0.00002615875,0.00006232454,0.00001628704,0.000210042,0.005047941],"study_design_scores_gemma":[0.000006678632,0.0001025276,0.9990335,0.00001589827,0.00003339927,0.0001567063,0.0001891166,0.000134657,0.00001839215,0.00003688257,0.0002687965,0.000003481496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971655,0.0007893202,0.0000345824,0.0002516675,0.00002107924,0.00000858964,0.0002566611,0.0000026875,0.00147],"genre_scores_gemma":[0.9996372,0.000130385,0.00002287198,0.00002352315,0.00002183923,0.000004131133,0.00007776566,4.558077e-7,0.00008178119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002657651,"threshold_uncertainty_score":0.00880003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006838180301715603,"score_gpt":0.2412521862248552,"score_spread":0.2344140059231396,"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."}}