{"id":"W2912241900","doi":"10.1111/hdi.12717","title":"Beliefs about medicines in dialysis patients and after renal transplantation","year":2019,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dialysis; Transplantation; Hemodialysis; Internal medicine; Population; Norwegian; End stage renal disease; Nephrology; Intensive care medicine; Kidney transplantation","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001412768,0.0001012356,0.0002137936,0.0002478012,0.00001447569,0.0000148451,0.00008063531,0.00005873189,0.002778451],"category_scores_gemma":[0.00005912552,0.00008732329,0.00006028745,0.0001850818,0.00004046692,0.0001215568,0.00001577239,0.0001066854,0.0003921338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004973991,"about_ca_system_score_gemma":0.00003531671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002888488,"about_ca_topic_score_gemma":0.00003988349,"domain_scores_codex":[0.9988371,0.00002551386,0.0003073324,0.0002613599,0.0004521165,0.000116541],"domain_scores_gemma":[0.9995211,0.00005113264,0.00008041133,0.0001379241,0.0001304428,0.00007900319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002461926,0.0001144202,0.9887398,0.000035665,0.00006423228,0.00001064543,0.0004273325,0.00000816737,0.0005582036,0.0001005884,0.0003974761,0.009297241],"study_design_scores_gemma":[0.002722066,0.00004951539,0.9922998,0.0001809592,0.00006947609,0.000007880287,0.00003074075,0.001231886,0.0003909568,0.0001239351,0.002799718,0.0000930837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885581,0.00008559461,0.0003651635,0.001830246,0.0002278789,0.0002009377,0.00001218845,0.00001601428,0.00870386],"genre_scores_gemma":[0.9949875,0.0002718156,0.0003637,0.001703762,0.0001372848,0.00006418867,0.0002416684,0.000007800799,0.002222221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009204158,"threshold_uncertainty_score":0.9981331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009164277664168427,"score_gpt":0.2652794610322442,"score_spread":0.2561151833680758,"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."}}