{"id":"W2894954586","doi":"10.1111/hdi.12684","title":"Effect of hemodialysis on respiratory mechanics in acute kidney injury patients","year":2018,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Dialysis; Fraction of inspired oxygen; Acute kidney injury; Mechanical ventilation; Oxygenation; Anesthesia; Respiratory physiology; Renal replacement therapy; Intensive care unit; Prospective cohort study; Cardiology; Respiratory system; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004180067,0.0001754214,0.0002772395,0.000244591,0.0002612626,0.000508374,0.0001285056,0.000273901,0.0009629875],"category_scores_gemma":[0.001770081,0.00009744732,0.0003160302,0.0002835812,0.0001443639,0.0002933524,0.0002518047,0.0004360997,0.0001300147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001871371,"about_ca_system_score_gemma":0.0002102619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007352522,"about_ca_topic_score_gemma":0.00105472,"domain_scores_codex":[0.9997101,0.00008696588,0.00003690572,0.00004961086,0.00005515818,0.00006110469],"domain_scores_gemma":[0.9986212,0.0003000932,0.0005610067,0.0000617736,0.000127177,0.0003287478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004010042,0.0001001834,0.9964814,0.000009922588,0.00004217038,0.00006165633,0.00004531082,0.0000336741,0.0004328979,0.000004533981,0.00003768696,0.002349643],"study_design_scores_gemma":[0.000005224267,0.0003646311,0.9991947,0.000002559119,0.00001704686,0.0001349627,0.00004520073,0.00008130771,0.00009819732,0.00000477477,0.00004972745,0.00000179833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999676,0.0001108473,0.0000253558,0.00001422957,0.000002734806,0.000002806675,0.00004001833,0.000001308167,0.0001266608],"genre_scores_gemma":[0.9998543,0.00002637084,0.00002319538,0.000009486161,0.000005096059,0.000002103083,0.00004446369,2.985316e-7,0.00003454524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009629875,"threshold_uncertainty_score":0.003221571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01451576324442954,"score_gpt":0.336724676275135,"score_spread":0.3222089130307055,"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."}}