{"id":"W2150209789","doi":"10.1186/s40697-015-0059-4","title":"The Impact and Treatment of Obesity in Kidney Transplant Candidates and Recipients","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Weight loss; Immunosuppression; Population; Obesity; Transplantation; Surgery; Randomized controlled trial; Clinical trial; Kidney transplantation; Intensive care medicine; Internal 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":[0.002392781,0.0002146054,0.000341973,0.0007523872,0.0005628537,0.001236817,0.0003550094,0.0007524585,0.003099966],"category_scores_gemma":[0.007026232,0.0001127788,0.0008347983,0.0006682039,0.0006574775,0.000737398,0.0009664098,0.001120702,0.0003250814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008772844,"about_ca_system_score_gemma":0.001340077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002517132,"about_ca_topic_score_gemma":0.004300856,"domain_scores_codex":[0.9974406,0.001569118,0.0001598341,0.00009026674,0.000507911,0.000232316],"domain_scores_gemma":[0.9966977,0.001003396,0.001005737,0.00007949139,0.0002088079,0.001004977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004229498,0.001891487,0.3369937,0.001506998,0.0007406542,0.0007536678,0.0003728367,0.0007466028,0.001345837,0.002993421,0.006855523,0.6415697],"study_design_scores_gemma":[0.0003081782,0.004837625,0.9572555,0.001808135,0.0004721928,0.002586216,0.001560399,0.000598,0.0004296143,0.003230344,0.02683329,0.00008057777],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5886741,0.3192492,0.000608869,0.05916192,0.001489963,0.00005389832,0.0003164649,0.00002778411,0.03041781],"genre_scores_gemma":[0.9015092,0.08815864,0.0007041022,0.005542972,0.00257823,0.00003532546,0.0002024596,0.00001275292,0.001256255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003099966,"threshold_uncertainty_score":0.01265442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02785623195136323,"score_gpt":0.3162928634165597,"score_spread":0.2884366314651964,"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."}}