{"id":"W2624187225","doi":"10.1111/sdi.12610","title":"The physical deterioration of dialysis patients—Ignored, ill‐reported, and ill‐treated","year":2017,"lang":"en","type":"editorial","venue":"Seminars in Dialysis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"South Health Campus","funders":"","keywords":"Medicine; Rehabilitation; Quality of life (healthcare); Physical therapy; Kidney disease; Dialysis; Intensive care medicine; Renal function; Disease; Stroke (engine); Physical exercise; Renal replacement therapy; Diabetes mellitus; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007002684,0.0005199789,0.001591246,0.0004912427,0.000278184,0.0001791489,0.000393484,0.0004759415,0.00002342862],"category_scores_gemma":[0.004948414,0.0003458768,0.0007436568,0.0005111998,0.0004645213,0.0001214461,0.0003397393,0.0004482386,0.00001033385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001926804,"about_ca_system_score_gemma":0.0001777925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006983157,"about_ca_topic_score_gemma":0.000686124,"domain_scores_codex":[0.9960667,0.000214549,0.001019058,0.0008092585,0.001473326,0.000417142],"domain_scores_gemma":[0.9953358,0.0007108133,0.001269831,0.001490519,0.0009984537,0.0001945669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001037029,0.001451632,0.02746965,0.0005721031,0.004178115,0.0002103959,0.0008823851,0.00002146639,0.0003961978,0.00001003811,0.6647934,0.2989776],"study_design_scores_gemma":[0.008590373,0.001434216,0.05199765,0.003438308,0.03836871,0.000001991618,0.001055717,0.001545455,0.001107012,0.0006002263,0.8899679,0.001892391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8140582,0.002965742,0.00001686518,0.0004480967,0.1749831,0.00192246,0.000437666,0.00007537529,0.005092446],"genre_scores_gemma":[0.6808669,0.01567447,0.0001493768,0.00007741691,0.2903297,0.0005194321,0.006472905,0.000217713,0.00569208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2970852,"threshold_uncertainty_score":0.9998993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00714810957810382,"score_gpt":0.2684842156812613,"score_spread":0.2613361061031575,"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."}}