{"id":"W2164385933","doi":"","title":"Strategies for managing diabetic patients on peritoneal dialysis.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Glycemic; Peritoneal dialysis; Diabetes mellitus; Insulin; Insulin resistance; Internal medicine; Endocrinology; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001113303,0.0005715844,0.0002694447,0.0005032435,0.00117716,0.001066991,0.0007798318,0.001776261,0.01425532],"category_scores_gemma":[0.002458967,0.00007883503,0.0004716954,0.0002743602,0.0002644715,0.0009349359,0.001612874,0.002037711,0.003752691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004033533,"about_ca_system_score_gemma":0.002374088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008341336,"about_ca_topic_score_gemma":0.002501967,"domain_scores_codex":[0.9995382,0.0001813843,0.00004145821,0.00003430395,0.0001450795,0.00005954233],"domain_scores_gemma":[0.9991525,0.0001119679,0.00008186972,0.00003209328,0.0001834493,0.0004381408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008163657,0.0005647444,0.005568238,0.0009401874,0.00003296928,0.001925127,0.0006285724,0.000147773,0.0005308198,0.008606554,0.2977543,0.683219],"study_design_scores_gemma":[0.000160472,0.0004235181,0.008911861,0.002246444,0.00007938727,0.005519689,0.001680351,0.0002420784,0.000278803,0.01506165,0.9653709,0.00002485883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.02365759,0.1340062,0.02943972,0.5034685,0.02160534,0.00175477,0.0007107824,0.0009603779,0.2843968],"genre_scores_gemma":[0.1677228,0.2002475,0.1810509,0.2776776,0.01868566,0.004722102,0.001961074,0.0001913608,0.1477409],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01425532,"threshold_uncertainty_score":0.04768878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01784227666424669,"score_gpt":0.2337146331892385,"score_spread":0.2158723565249918,"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."}}