{"id":"W1503245567","doi":"10.1159/000060125","title":"Use of Sorbents in Acute Renal Failure and Sepsis","year":2001,"lang":"en","type":"review","venue":"Contributions to nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Sepsis; Medicine; Intensive care medicine; Acute kidney injury; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003308308,0.0003458261,0.002332157,0.001014369,0.00006014412,0.00001735938,0.0002038716,0.0007941326,0.0003461088],"category_scores_gemma":[0.001245218,0.0002899126,0.0002716605,0.001198468,0.0002539042,0.00008115709,0.0003037941,0.0008658599,0.0001306961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003139408,"about_ca_system_score_gemma":0.0008122053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006452163,"about_ca_topic_score_gemma":0.0000700465,"domain_scores_codex":[0.9974797,0.0003346597,0.0007880361,0.0005122601,0.0002346822,0.0006506035],"domain_scores_gemma":[0.9979514,0.000449284,0.0001907907,0.0006173003,0.0003644548,0.0004267556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005634453,0.0004648362,0.0006667114,0.003244292,0.002732785,0.00138968,0.00005856675,3.853407e-7,0.0002624993,0.001155461,0.4641803,0.525281],"study_design_scores_gemma":[0.001046705,0.0004513037,0.0002526844,0.001822177,0.001564875,0.0008397605,0.000002679235,0.000007595614,0.000005462665,0.0000356321,0.9937938,0.0001773344],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004480853,0.984109,0.0003434269,0.00612256,0.00007424305,0.002750704,0.006000557,0.00004173729,0.0001096245],"genre_scores_gemma":[0.00006427114,0.9955363,0.0005940817,0.0008840899,0.0001265938,0.0003932997,0.001260546,0.00003940514,0.001101391],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5296134,"threshold_uncertainty_score":0.9999553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06461510373269701,"score_gpt":0.4142388545409555,"score_spread":0.3496237508082585,"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."}}