{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007030965,0.0001898126,0.0002595405,0.0003403301,0.0002948416,0.0003994181,0.0001446341,0.000365246,0.001469347],"category_scores_gemma":[0.002936655,0.00007985419,0.0003410239,0.0002976101,0.0002105871,0.0002819002,0.0002904894,0.0004182716,0.0001299302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001990652,"about_ca_system_score_gemma":0.0002582247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001075937,"about_ca_topic_score_gemma":0.001613666,"domain_scores_codex":[0.9995404,0.0001787797,0.00004471525,0.00005096945,0.0001121517,0.00007304484],"domain_scores_gemma":[0.9975925,0.0007910635,0.0008535362,0.00005912298,0.0001969182,0.0005068376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001144187,0.00003940396,0.9980444,0.000009934267,0.00003464768,0.00004194874,0.00002085588,0.00002759874,0.0001040083,0.000005367165,0.00004679778,0.001510705],"study_design_scores_gemma":[0.000002600078,0.0001123718,0.9995931,0.0000033448,0.00001753662,0.0001150822,0.00002587903,0.00005746248,0.00001910794,0.000007130655,0.00004501528,0.000001409999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988247,0.0005156008,0.0000391446,0.00006567558,0.00000691464,0.000004239103,0.0001005336,0.000002163997,0.0004410062],"genre_scores_gemma":[0.999742,0.00007274927,0.0000332167,0.00002059838,0.00001453487,0.000002211887,0.00007056382,3.833441e-7,0.00004369689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001469347,"threshold_uncertainty_score":0.004915416,"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."}}