{"id":"W1835542343","doi":"10.1155/2014/212751","title":"Impact of Hemodialysis on Dyspnea and Lung Function in End Stage Kidney Disease Patients","year":2014,"lang":"en","type":"article","venue":"BioMed Research International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Christie (Canada)","funders":"National and Kapodistrian University of Athens","keywords":"Medicine; Hemodialysis; Spirometry; Kidney disease; Internal medicine; Cardiology; End stage renal disease; Physical therapy; Intensive care medicine; Asthma","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":[0.0007028424,0.00008586719,0.000153074,0.001047432,0.00003274171,0.00003226867,0.00009578901,0.00003082121,0.0007390381],"category_scores_gemma":[0.0007911298,0.00006144282,0.0001142413,0.0003464268,0.0001085171,0.00006354256,0.00009828377,0.0001129851,0.00001835914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002264087,"about_ca_system_score_gemma":0.00008367359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001213775,"about_ca_topic_score_gemma":0.000003483525,"domain_scores_codex":[0.9981776,0.0001418035,0.0002126142,0.000243246,0.001031485,0.0001932364],"domain_scores_gemma":[0.9990805,0.00009151277,0.00005192143,0.0001809602,0.0002040365,0.0003910177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002871781,0.001888276,0.9538208,0.0001389806,0.000552393,0.00001526719,0.00006346164,0.00003155354,0.00182034,0.001694027,0.01176644,0.02533667],"study_design_scores_gemma":[0.00225299,0.0004082999,0.982537,0.0001031304,0.00004139182,6.67201e-8,0.00001273672,0.008833702,0.00006333234,0.0001538747,0.005535371,0.00005808735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919815,0.00002363355,0.0001333954,0.0008422032,0.0001942519,0.0002956137,0.0001624419,0.000008143364,0.006358787],"genre_scores_gemma":[0.9979731,0.00003496542,0.00002513318,0.00009010743,0.0001460707,0.00002772352,0.0006345507,0.000009156677,0.00105915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0287162,"threshold_uncertainty_score":0.8091949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02710433223955037,"score_gpt":0.3671789622380261,"score_spread":0.3400746299984757,"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."}}