{"id":"W2082555378","doi":"10.1159/000145456","title":"Improvement of Periodic Limb Movements following Kidney Transplantation","year":2008,"lang":"en","type":"article","venue":"Nephron Clinical Practice","topic":"Restless Legs Syndrome Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary","funders":"","keywords":"Medicine; Transplantation; Nephrology; Kidney transplantation; Kidney disease; Physical medicine and rehabilitation; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001672438,0.0001568418,0.0004868236,0.0001092158,0.0001169974,0.00001479471,0.0001575888,0.0001876958,0.0002958591],"category_scores_gemma":[0.006013345,0.0001400959,0.0003317842,0.0002428404,0.0001751657,0.0004375423,0.00004936706,0.0006573984,0.0001991211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009135009,"about_ca_system_score_gemma":0.0006872215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001715814,"about_ca_topic_score_gemma":0.000001724561,"domain_scores_codex":[0.9968377,0.0002298862,0.001039231,0.0004026496,0.00115266,0.0003379186],"domain_scores_gemma":[0.9970753,0.001449316,0.0003208831,0.0004815927,0.0002304252,0.0004424358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02761474,0.02351429,0.358831,0.004390985,0.005554634,0.01607618,0.00429546,0.00004817684,0.3466232,0.0005279196,0.0425544,0.1699691],"study_design_scores_gemma":[0.03119084,0.01821062,0.559578,0.0009343765,0.00171696,0.0015752,0.001116004,0.0008297539,0.02018937,0.0001102611,0.3637236,0.0008250244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977074,0.000206889,0.0006740333,0.004125467,0.0004121471,0.0007452579,0.00001021941,0.00004952541,0.01670251],"genre_scores_gemma":[0.9861965,0.002779733,0.005339958,0.003772844,0.0002126563,0.00003078073,0.00004406234,0.00003450372,0.001588996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3264338,"threshold_uncertainty_score":0.719897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09796443652372946,"score_gpt":0.4488581996070051,"score_spread":0.3508937630832757,"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."}}