{"id":"W2895265613","doi":"10.1186/s12882-018-1056-5","title":"Mineral and bone disorder management in hemodialysis patients: comparing PTH control practices in Japan with Europe and North America: the Dialysis Outcomes and Practice Patterns Study (DOPPS)","year":2018,"lang":"en","type":"article","venue":"BMC Nephrology","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Renal Association-European Dialysis and Transplant Association; Institut National de la Santé et de la Recherche Médicale; Kyowa Hakko Kirin; Chulalongkorn University; National Institute for Health and Care Research; Otsuka America Pharmaceutical; Amgen; Cancer Care Ontario; National Research Council of Thailand; King Chulalongkorn Memorial Hospital; Medical Research Council; Otsuka America; National Health and Medical Research Council; Fresenius Medical Care North America; AstraZeneca","keywords":"Medicine; Hazard ratio; Dialysis; Hemodialysis; Internal medicine; Nephrology; Proportional hazards model; Parathyroid hormone; Confidence interval; Calcium","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":[0.001137147,0.0002203438,0.0004074651,0.001013678,0.00038882,0.0007817381,0.0003874525,0.0003693992,0.0005639013],"category_scores_gemma":[0.002441126,0.0002414424,0.0006219596,0.001883714,0.0003065551,0.0006263503,0.001006408,0.0003775854,0.00008755441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006077123,"about_ca_system_score_gemma":0.000744091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02527363,"about_ca_topic_score_gemma":0.03385794,"domain_scores_codex":[0.9992827,0.0001525109,0.000158084,0.0001892809,0.0001112204,0.0001062788],"domain_scores_gemma":[0.9975339,0.0002516019,0.001392731,0.0001377102,0.0003249,0.0003591548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005379978,0.00001495173,0.9990622,0.000010342,0.0000638943,0.00001679868,0.0001524761,0.00001098139,0.00003952273,0.000005519057,0.00004810244,0.0005214556],"study_design_scores_gemma":[0.000005806026,0.00003213027,0.9993753,0.000005480279,0.00003647512,0.00004765454,0.0003238364,0.00007203544,0.00001462981,0.000004437541,0.00008010142,0.000002174688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992562,0.0001752756,0.00004152477,0.0000393475,0.00000257489,0.000005762426,0.0003177398,0.000001308954,0.0001602193],"genre_scores_gemma":[0.999305,0.00007869091,0.00006997,0.00003070902,0.000006019026,0.000008248668,0.0004487141,0.000001325184,0.00005117265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02527363,"threshold_uncertainty_score":0.05025303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02331429769244532,"score_gpt":0.2954856926406623,"score_spread":0.272171394948217,"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."}}