{"id":"W4385380501","doi":"10.34172/ipp.2023.38457","title":"The effect of hemoperfusion on treatment outcomes in COVID-19 patients with respiratory failure: a prospective study","year":2023,"lang":"en","type":"article","venue":"Immunopathologia Persa","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Hemoperfusion; Medicine; Intensive care unit; Prospective cohort study; Internal medicine; Respiratory failure; Coronavirus disease 2019 (COVID-19); Hemodialysis; Disease","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":[0.001031743,0.0003356738,0.0004881856,0.0004538461,0.0004921941,0.0005893627,0.0002645525,0.0005051423,0.001123679],"category_scores_gemma":[0.00197552,0.0001583661,0.000765592,0.0005997305,0.0004079404,0.0005419982,0.0005042496,0.000599555,0.0001392932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002273271,"about_ca_system_score_gemma":0.0004394821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004611267,"about_ca_topic_score_gemma":0.0006623252,"domain_scores_codex":[0.9992346,0.0002685901,0.00009667083,0.0001252178,0.0001348015,0.0001400623],"domain_scores_gemma":[0.9974127,0.0004725654,0.001295016,0.0001151429,0.000173161,0.0005314437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0006064686,0.0001632716,0.9979417,0.00002043705,0.0000638733,0.00006822564,0.00005077319,0.00001255135,0.00008271348,0.000006905136,0.00002584525,0.0009572288],"study_design_scores_gemma":[0.00004111454,0.001742562,0.9972639,0.00001985164,0.0000721196,0.000290693,0.0002441825,0.00009729977,0.0000722143,0.0000147173,0.0001360387,0.000005272114],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992172,0.0005077409,0.00004828286,0.00002272159,0.000006395204,0.0000128344,0.00004845274,7.331743e-7,0.000135679],"genre_scores_gemma":[0.9995651,0.0001709543,0.00005234157,0.00003539156,0.0000208918,0.00001474383,0.0001066647,4.974573e-7,0.0000335398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001123679,"threshold_uncertainty_score":0.005456448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02938198616561623,"score_gpt":0.3985544488283678,"score_spread":0.3691724626627516,"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."}}