{"id":"W4396992686","doi":"10.1681/asn.20213210s1287a","title":"Change in Physical Activity and Function in Patients with Baseline Advanced Non-Dialysis CKD","year":2021,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; Orthopaedic Innovation Centre; University of Manitoba","funders":"","keywords":"Baseline (sea); Dialysis; Medicine; Internal medicine; Renal function; Physical activity; Intensive care medicine; Physical therapy; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001106042,0.0001948336,0.0004128818,0.0004074636,0.0003192468,0.000515231,0.0003708102,0.0004453515,0.001087104],"category_scores_gemma":[0.004095317,0.0001320193,0.0005785073,0.0008339924,0.0001935953,0.0004134263,0.0004129794,0.0008492431,0.0001329869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006274634,"about_ca_system_score_gemma":0.0007451519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01970267,"about_ca_topic_score_gemma":0.02285204,"domain_scores_codex":[0.9994166,0.0001518288,0.00005879105,0.0001109545,0.0001699089,0.00009205264],"domain_scores_gemma":[0.9985722,0.000270854,0.0006709126,0.00006301519,0.0001898172,0.000233171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002359053,0.0000554358,0.9977761,0.00001997843,0.00007153505,0.00002333228,0.00004905465,0.00007156903,0.00003597931,0.000006739938,0.00008061992,0.001573787],"study_design_scores_gemma":[0.00001037516,0.00007573588,0.9996538,0.000004268006,0.00001517789,0.00003308665,0.00002730642,0.0001143881,0.000008321201,0.000009459273,0.00004662496,0.000001543943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986693,0.0004708491,0.00006854104,0.00007974204,0.000005725177,0.00001349291,0.000381052,0.000003535646,0.0003078254],"genre_scores_gemma":[0.9994796,0.00008823101,0.00004914571,0.00002238196,0.000005196589,0.000008745898,0.0002829899,4.525136e-7,0.00006313577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01970267,"threshold_uncertainty_score":0.03917599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009382335288790655,"score_gpt":0.2602611023853,"score_spread":0.2508787670965093,"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."}}