{"id":"W4411617779","doi":"10.51847/xramxot","title":"10.51847/XRAMxOt","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Furosemide; Medicine; Mannitol; Albumin; Acute kidney injury; Intensive care medicine; Pharmacology; Anesthesia; Internal medicine; Chemistry","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006962005,0.001245684,0.0007183418,0.0009437855,0.0004978141,0.001292995,0.0009112622,0.001812765,0.9053157],"category_scores_gemma":[0.0007777998,0.0003099969,0.0005258361,0.000567121,0.0005475482,0.0009123195,0.001283612,0.001017761,0.8910932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004029532,"about_ca_system_score_gemma":0.0005259409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008265483,"about_ca_topic_score_gemma":0.0005675439,"domain_scores_codex":[0.9996321,0.00006543303,0.00003730069,0.00009725498,0.0001029115,0.00006487333],"domain_scores_gemma":[0.9994273,0.000119074,0.00006519921,0.00007085053,0.00009646972,0.0002211021],"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":[0.001166101,0.0005730894,0.001683908,0.0004671379,0.00003072681,0.0004824118,0.00006642582,0.0001782807,0.004069411,0.002426864,0.1307387,0.8581169],"study_design_scores_gemma":[0.0004684854,0.0006661064,0.0043729,0.0003559477,0.00003514414,0.002006167,0.00005133349,0.0003562752,0.001442058,0.0009556874,0.9892715,0.00001846147],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008034341,0.004388555,0.002463346,0.002762047,0.001144804,0.0003234352,0.002040356,0.002641791,0.9762014],"genre_scores_gemma":[0.0105208,0.001088543,0.001916361,0.00126225,0.0004077039,0.0001336534,0.0007243654,0.0002262938,0.9837199],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0946843,"threshold_uncertainty_score":0.1350557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006931351603941591,"score_gpt":0.2027052222231165,"score_spread":0.1957738706191749,"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."}}