{"id":"W22465270","doi":"10.1177/039139880703000402","title":"Patient and Kidney Survival by Dialysis Modality in Critically Ill Patients with Acute Kidney Injury","year":2007,"lang":"en","type":"article","venue":"The International Journal of Artificial Organs","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":200,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Renal replacement therapy; Medicine; Dialysis; Intensive care unit; Acute kidney injury; Mechanical ventilation; Intensive care medicine; Propensity score matching; Internal medicine","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":[0.001336465,0.0003246261,0.0005489779,0.001088149,0.0003911928,0.0009023667,0.0003838264,0.0005560878,0.001486021],"category_scores_gemma":[0.004475383,0.0002456272,0.0006452626,0.001242784,0.0004259901,0.0008993444,0.0007502572,0.0008197122,0.0002444788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002764261,"about_ca_system_score_gemma":0.000277082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00167352,"about_ca_topic_score_gemma":0.001714364,"domain_scores_codex":[0.9992292,0.0003062669,0.00007948768,0.0001699665,0.0000911674,0.0001239981],"domain_scores_gemma":[0.9972098,0.0007000843,0.001249871,0.0002451584,0.0001593763,0.0004356031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001354577,0.00002085139,0.9991874,0.000003749281,0.00004039134,0.00003082717,0.00003928668,0.00004408501,0.00006885512,0.000008906227,0.00002564691,0.0003946407],"study_design_scores_gemma":[0.00001333021,0.0002247014,0.998876,0.000005575502,0.00003402058,0.0002404032,0.0001373178,0.0003096553,0.00003704684,0.00003650272,0.00007957036,0.000005849382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995758,0.0001050148,0.00005823671,0.00001998301,0.00000253746,0.000004055225,0.0001319918,0.000001135022,0.0001012364],"genre_scores_gemma":[0.9996088,0.00004952902,0.00004436159,0.00001779537,0.000008119473,0.000006158418,0.0002347973,0.000001163218,0.00002926119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00167352,"threshold_uncertainty_score":0.007068038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118033829592155,"score_gpt":0.3057665526262008,"score_spread":0.2945862143302793,"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."}}