{"id":"W4416395005","doi":"10.21203/rs.3.rs-7988526/v1","title":"Early Post-Approval Experience of The Selective Cytopheretic Device Surveillance Registry for Pediatric AKI Requiring Kidney Replacement Therapy","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Seastar Chemicals (Canada)","funders":"","keywords":"Sepsis; Renal replacement therapy; Acute kidney injury; Critically ill; Adverse effect; Clinical trial; Food and drug administration; Blood stream","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":[0.01782774,0.0002790459,0.0004290414,0.0008813218,0.001468033,0.004354217,0.0007426115,0.0009473559,0.005633899],"category_scores_gemma":[0.04184382,0.0003114705,0.0004895031,0.001037653,0.0008281404,0.002809247,0.002551346,0.002087168,0.002530674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002042785,"about_ca_system_score_gemma":0.005828795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005006325,"about_ca_topic_score_gemma":0.006590331,"domain_scores_codex":[0.9914703,0.003135345,0.0006542735,0.000803882,0.002567906,0.001368332],"domain_scores_gemma":[0.9639701,0.01016714,0.004365712,0.005683101,0.009271093,0.006542991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005078754,0.001792721,0.7553501,0.0001289347,0.0001718507,0.002041487,0.005810364,0.0008300798,0.003819966,0.00660794,0.07694618,0.1414216],"study_design_scores_gemma":[0.0006109477,0.00398008,0.8463718,0.000272229,0.0002005442,0.002592471,0.005210522,0.002268187,0.005503324,0.00157509,0.131264,0.000150694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499817,0.0008601632,0.005687908,0.01217073,0.0008143476,0.000385748,0.007239388,0.0007503175,0.02210973],"genre_scores_gemma":[0.974534,0.0006565988,0.004976063,0.002354096,0.0005176562,0.0003618097,0.009837694,0.0002792146,0.006482988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01782774,"threshold_uncertainty_score":0.09428322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07333877654885124,"score_gpt":0.4329405286856506,"score_spread":0.3596017521367993,"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."}}