{"id":"W4401650592","doi":"10.2196/55880","title":"The COSMOS Registry of CytoSorb Hemoadsorption Therapy in Critically Ill Patients: Protocol for an International, Prospective Registry","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Preprint; Critically ill; Protocol (science); Intensive care medicine; Medical emergency; Alternative 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":[0.06004971,0.002160669,0.002877297,0.005839933,0.002746381,0.004888256,0.0033079,0.002456627,0.02478739],"category_scores_gemma":[0.06352249,0.001572125,0.0025064,0.009417166,0.001564491,0.005226691,0.004435801,0.003333358,0.008584674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003849897,"about_ca_system_score_gemma":0.0235649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002493905,"about_ca_topic_score_gemma":0.003728446,"domain_scores_codex":[0.9589241,0.02227102,0.01072909,0.002821577,0.003772962,0.00148134],"domain_scores_gemma":[0.9320124,0.01240528,0.01540922,0.01181221,0.02390573,0.004455168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.07526069,0.008350234,0.2023541,0.04031206,0.002690655,0.002292073,0.006540777,0.0100362,0.005159393,0.04041297,0.4457859,0.160805],"study_design_scores_gemma":[0.05267181,0.007891253,0.2627741,0.03384891,0.001799576,0.00207542,0.005027195,0.009899576,0.004794519,0.008212623,0.6102251,0.0007799473],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01749572,0.001420303,0.01920873,0.001834524,0.0004266269,0.8679149,0.07806163,0.000443242,0.0131943],"genre_scores_gemma":[0.01659537,0.0007904127,0.02459131,0.00091622,0.0001889861,0.907295,0.04838096,0.0001021166,0.001139655],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06004971,"threshold_uncertainty_score":0.317577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.210688294704581,"score_gpt":0.5841401162338409,"score_spread":0.3734518215292599,"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."}}