{"id":"W2804923946","doi":"10.1093/ndt/gfy104.fp309","title":"FP309THE EFFECT OF BARIATRIC SURGERY ON RENAL OUTCOMES","year":2018,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Koç Üniversitesi","keywords":"Medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007820075,0.001011585,0.004450384,0.004715857,0.00035622,0.002128189,0.0009754806,0.00153856,0.01377804],"category_scores_gemma":[0.02527631,0.0004439798,0.008935831,0.005450663,0.0006276632,0.0009430341,0.001012024,0.001009278,0.0007994244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002192202,"about_ca_system_score_gemma":0.004777886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006957754,"about_ca_topic_score_gemma":0.007911557,"domain_scores_codex":[0.9926217,0.002680291,0.002425943,0.0006638807,0.001351379,0.0002567891],"domain_scores_gemma":[0.9765679,0.01734784,0.004153951,0.0002623844,0.001448025,0.0002199185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.003643964,0.00006883485,0.01389883,0.7989014,0.08407217,0.0002065764,0.0001123247,0.000272939,0.0004075078,0.000469805,0.005641525,0.09230418],"study_design_scores_gemma":[0.003556957,0.001313401,0.09375845,0.3903533,0.468161,0.0008258926,0.0002355762,0.0004691145,0.0009171852,0.001731272,0.03857392,0.0001038612],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006824105,0.9865351,0.0002340866,0.001075958,0.0003752262,0.000243731,0.003047229,0.00001922193,0.001645421],"genre_scores_gemma":[0.1899253,0.8008836,0.001838923,0.001756384,0.0007837584,0.0009781326,0.002825275,0.00002536954,0.0009833084],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01377804,"threshold_uncertainty_score":0.04609209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264015260537162,"score_gpt":0.2651075744739486,"score_spread":0.252467421868577,"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."}}