{"id":"W3092031097","doi":"10.1097/mcc.0000000000000778","title":"New drugs for acute kidney injury","year":2020,"lang":"en","type":"review","venue":"Current Opinion in Critical Care","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Acute kidney injury; Medicine; Intensive care medicine; Clinical trial; Bioinformatics; Pharmacology; Internal medicine; Biology","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":[0.0001941935,0.0006628824,0.002593646,0.000439266,0.0000796365,0.00007990336,0.0005348838,0.0005974921,0.0005692906],"category_scores_gemma":[0.004136851,0.0005658009,0.001033974,0.0007707942,0.0001617145,0.0001050977,0.0003747949,0.001970831,0.0004064653],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007003093,"about_ca_system_score_gemma":0.005653895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003757651,"about_ca_topic_score_gemma":3.878764e-8,"domain_scores_codex":[0.9960389,0.0001833115,0.001038005,0.001060646,0.0008171377,0.0008620647],"domain_scores_gemma":[0.9960012,0.0005063209,0.0000907763,0.0006683734,0.0004146353,0.002318684],"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":[0.00006499133,0.00003846346,0.000003919507,0.09154468,0.00005732076,0.000005978758,0.0001010163,2.054849e-10,7.437016e-8,0.001041262,0.3980418,0.5091005],"study_design_scores_gemma":[0.0009704013,0.0005832814,7.012298e-7,0.04546595,0.001109009,0.00003650742,0.00007529357,0.000005254598,0.000001720039,0.000160621,0.9511298,0.000461489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.568831e-8,0.9715957,0.0006033017,0.005341896,0.008003813,0.003072098,0.01060827,0.0001161569,0.0006587494],"genre_scores_gemma":[9.691781e-7,0.981979,0.001387348,0.0002835843,0.004898288,0.001071573,0.01007263,0.0001549594,0.0001516159],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5530879,"threshold_uncertainty_score":0.9999831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2655145530689503,"score_gpt":0.5720214269601139,"score_spread":0.3065068738911636,"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."}}