{"id":"W2803119329","doi":"10.1002/hsr2.46","title":"Dialysis‐related practice patterns among hemodialysis patients with cancer","year":2018,"lang":"en","type":"article","venue":"Health Science Reports","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kyowa Hakko Kirin; Fresenius Medical Care North America; Sanofi; AbbVie; Kidney Foundation of Canada; Amgen","keywords":"Hemodialysis; Medicine; Cancer; Dialysis; Internal medicine; Anemia; Intensive care medicine; Erythropoietin; Oncology","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":[0.0004775256,0.00009430745,0.0001653342,0.0008002468,0.0003281961,0.0004494277,0.000298378,0.0002222112,0.001071703],"category_scores_gemma":[0.001988631,0.0001309266,0.0002273258,0.001333861,0.0002265251,0.0003816395,0.0003969991,0.0002203812,0.00008577272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000559408,"about_ca_system_score_gemma":0.0004819434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0101977,"about_ca_topic_score_gemma":0.01550906,"domain_scores_codex":[0.9994094,0.0001610336,0.0001216067,0.0001500228,0.0000901755,0.00006767637],"domain_scores_gemma":[0.9974776,0.0004258916,0.001399114,0.00009225914,0.0002439194,0.0003612577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001325271,0.00001038027,0.9989912,0.000006013223,0.00001332627,0.00001398862,0.00008605741,0.00001525641,0.00005543031,0.000008680107,0.00004229615,0.0007439995],"study_design_scores_gemma":[0.000003010832,0.00002313026,0.9990631,0.000007264044,0.000009654604,0.00009761364,0.0003645664,0.000225953,0.00005380871,0.00001430791,0.0001350425,0.000002590267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992059,0.000224592,0.00007173129,0.00005366526,0.000002250712,0.000005450706,0.0002017314,0.000001636774,0.0002330426],"genre_scores_gemma":[0.9996786,0.00006292044,0.0000490362,0.00002300929,0.000003102601,0.000004746878,0.000125984,4.949253e-7,0.00005213314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0101977,"threshold_uncertainty_score":0.02027667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01280988979799017,"score_gpt":0.3408978273382258,"score_spread":0.3280879375402356,"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."}}