{"id":"W2588556567","doi":"10.1093/ndt/gfw171.17","title":"SP446THE PRESCRIPTION IN PERITONEAL DIALYSIS: INTERNATIONAL COMPARISON FROM THE PERITONEAL DIALYSIS OUTCOMES AND PRACTICE PATTERNS STUDY (PDOPPS)","year":2016,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Peritoneal dialysis; Medical prescription; Intensive care medicine; Dialysis; Hemodialysis; Internal medicine; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001322657,0.0003229324,0.0004111179,0.001640028,0.000369263,0.0007409994,0.0004507813,0.0004741591,0.002227683],"category_scores_gemma":[0.003192069,0.0002437624,0.0008707292,0.00300052,0.0002759134,0.0007967774,0.001160469,0.000506627,0.0003746758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002731257,"about_ca_system_score_gemma":0.0003741664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003395197,"about_ca_topic_score_gemma":0.002590813,"domain_scores_codex":[0.9989294,0.0002922164,0.0002417779,0.0002086893,0.0002348114,0.00009309197],"domain_scores_gemma":[0.9974329,0.000329532,0.001431681,0.0001519668,0.0003311514,0.0003227204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002784157,0.00003484447,0.9971775,0.00008049598,0.0002466545,0.00002363709,0.0001814739,0.00003939426,0.0000907857,0.00002943473,0.0003248096,0.001492583],"study_design_scores_gemma":[0.00002767388,0.0001109019,0.9990319,0.00001886808,0.00005287662,0.00009732848,0.0002025896,0.00006032697,0.00002019804,0.00001861668,0.0003559575,0.00000278998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919362,0.0004486258,0.0001713662,0.00007817878,0.0000121109,0.00007524448,0.006157861,0.000005782455,0.001114666],"genre_scores_gemma":[0.9927748,0.0002333169,0.0001674952,0.00004830131,0.00001691525,0.0001313688,0.006391181,0.000005823964,0.0002306664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003395197,"threshold_uncertainty_score":0.007452369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06615923789178997,"score_gpt":0.3951830229065241,"score_spread":0.3290237850147341,"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."}}