{"id":"W2319548038","doi":"10.5414/cnp65408","title":"Prevalence of weight gain in patients with better renal transplant function","year":2006,"lang":"en","type":"article","venue":"Clinical Nephrology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital","funders":"","keywords":"Medicine; Weight gain; Renal function; Dialysis; Population; Internal medicine; Transplantation; Urology; Kidney transplantation; Gastroenterology; Surgery; Body weight","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001191117,0.00009754887,0.0002990703,0.00006435697,0.00001236494,0.000001317402,0.00003866907,0.0001233732,0.0001301193],"category_scores_gemma":[0.000006077769,0.0000637371,0.0000793674,0.00008140691,0.0001231379,0.0000355145,0.000003547385,0.0001521464,0.00001786037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000105582,"about_ca_system_score_gemma":0.00002374197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002503319,"about_ca_topic_score_gemma":0.00002430666,"domain_scores_codex":[0.9988971,0.00008473896,0.0005124139,0.0002149888,0.0001375165,0.0001532498],"domain_scores_gemma":[0.9994908,0.0001819346,0.00009773428,0.0001398939,0.00004221553,0.0000474226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004058553,0.0007765711,0.9937049,0.00009691497,0.00006729174,0.00004869079,0.00001010332,0.00001300377,0.00004542324,0.0001053676,0.00006631012,0.001006932],"study_design_scores_gemma":[0.00887326,0.001858099,0.9883189,0.0001299184,0.0002230386,0.000007814691,4.005457e-7,0.0000226868,0.00006498261,0.0001726985,0.0002724857,0.0000557249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981072,0.00003641649,0.0006519462,0.0003922888,0.00007635982,0.0002487167,0.00002438463,0.00001207545,0.0004506453],"genre_scores_gemma":[0.9976952,0.00004610951,0.0006257378,0.001253429,0.00006882404,0.000009009819,0.0001048075,0.000008539299,0.0001883245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005385948,"threshold_uncertainty_score":0.2599124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01504015303216308,"score_gpt":0.2853033714484738,"score_spread":0.2702632184163107,"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."}}