{"id":"W3183341141","doi":"10.1016/j.ekir.2021.07.005","title":"Prolonged Intradialytic Hypoxemia Is Associated With Functional Disturbances in Erythrocytes","year":2021,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Rangeland Research Institute, University of Alberta","keywords":"Medicine; Hypoxemia; Hemodialysis; Internal medicine; COPD; Cardiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001365059,0.0001601858,0.0002593792,0.00009056322,0.00004508486,0.00003505851,0.00003805419,0.00008547043,0.001636924],"category_scores_gemma":[0.001221394,0.0001267835,0.00008677533,0.0002144881,0.0000811124,0.00009528648,0.00002810515,0.0001972666,0.00001776136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004248637,"about_ca_system_score_gemma":0.00080601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003936161,"about_ca_topic_score_gemma":0.00006491718,"domain_scores_codex":[0.998412,0.00002223293,0.000375293,0.0004077087,0.0005888864,0.0001939358],"domain_scores_gemma":[0.9990612,0.00007292282,0.00018131,0.0001965631,0.0002974757,0.0001904807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002391383,0.001080218,0.8988155,0.00003482039,0.0006999631,0.0170132,0.0003707296,0.00001374011,0.001919726,0.0002494401,0.07861729,0.000946249],"study_design_scores_gemma":[0.004628715,0.0003031745,0.900458,0.001230662,0.0002280547,0.008288581,0.0002637963,0.000268168,0.02556463,0.001269089,0.05710724,0.0003899308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9302061,0.0003155865,0.00003091382,0.03432275,0.0009374775,0.0002583534,0.00002984096,0.00008098075,0.03381802],"genre_scores_gemma":[0.982978,0.00006237064,0.0004439449,0.002692141,0.0002184994,0.00005238086,0.0007367098,0.00001877582,0.01279712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05277198,"threshold_uncertainty_score":0.9992757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01422755497484377,"score_gpt":0.2486522143416354,"score_spread":0.2344246593667917,"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."}}