{"id":"W4238036124","doi":"10.1002/hdi.2002.6.1.35","title":"A Composite Index of Compliance for Chronic In-Center Hemodialysis Patients","year":2002,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Dialysis; Psychosocial; Internal medicine; Diabetes mellitus; Group B; Compliance (psychology); Kidney disease; Surgery; 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":[0.001599482,0.0002680118,0.0004999809,0.001622392,0.0004408478,0.0005429066,0.0002620986,0.0003612185,0.001012959],"category_scores_gemma":[0.004798675,0.000114898,0.0005074667,0.001221045,0.0001503049,0.0004270909,0.0004580657,0.0005019976,0.0001890111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004112355,"about_ca_system_score_gemma":0.0004087223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001312034,"about_ca_topic_score_gemma":0.001624607,"domain_scores_codex":[0.9992608,0.0002092619,0.0001252197,0.00009998975,0.0002318048,0.00007289478],"domain_scores_gemma":[0.9967239,0.0006762558,0.001332036,0.0002083704,0.0005142679,0.0005450713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000235479,0.0000652451,0.994668,0.00001113418,0.0000501175,0.0000340691,0.00003862489,0.0001502174,0.0002206392,0.00002028525,0.0001224226,0.00438388],"study_design_scores_gemma":[0.000009645785,0.0003512546,0.9976671,0.000003588911,0.00002430683,0.0002194056,0.00002971491,0.001350673,0.0001281668,0.00003135863,0.0001785552,0.000006279997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969537,0.0001598588,0.001137788,0.0000401179,0.000008794522,0.00004198342,0.0006232769,0.00004382813,0.0009905522],"genre_scores_gemma":[0.9977694,0.00003428491,0.001087323,0.00001947026,0.00001460679,0.00003726112,0.0008622296,0.000005544824,0.0001698913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001622392,"threshold_uncertainty_score":0.008458912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02778650367327583,"score_gpt":0.2802405637864182,"score_spread":0.2524540601131424,"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."}}