{"id":"W3193667759","doi":"10.1016/j.xkme.2021.07.002","title":"CONFIRMing Hepatorenal Syndrome Management: #NephJC Editorial","year":2021,"lang":"en","type":"editorial","venue":"Kidney Medicine","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Department of Medicine, University of Toronto; Bayer","keywords":"Journal club; Club; Globe; Medicine; Table of contents; Specialty; League; Social media; Medical education; Public relations; Political science; World Wide Web; Family medicine; Computer science; Ophthalmology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006094225,0.0006096798,0.001263406,0.0003883312,0.0001673785,0.00003454558,0.0002533704,0.001022426,0.001687828],"category_scores_gemma":[0.0005787551,0.0005182298,0.0002576252,0.0003859149,0.0002111477,0.0001140954,0.00007078268,0.001564599,0.0002003927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002121939,"about_ca_system_score_gemma":0.001262053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002242305,"about_ca_topic_score_gemma":0.000004992812,"domain_scores_codex":[0.9948019,0.0001418262,0.0007409508,0.0009008501,0.00285713,0.0005573699],"domain_scores_gemma":[0.9968187,0.0004464875,0.0002548058,0.0007141037,0.0005601574,0.001205757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005009813,0.0001144924,0.0001281902,0.004054327,0.002017894,0.007906793,0.0002784152,9.44907e-8,0.00008238924,0.00006528668,0.9846701,0.0001810188],"study_design_scores_gemma":[0.009156461,0.0004704418,0.0002011078,0.008750379,0.008974405,0.0001273202,0.0001675974,0.000006384289,0.00005925893,0.00006371777,0.9715912,0.0004316881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001985367,0.001301525,0.00006501612,0.001039501,0.9842048,0.000673052,0.0005227063,0.0001916667,0.01180322],"genre_scores_gemma":[0.001439047,0.002427402,0.0001011048,0.0007066667,0.967077,0.00008057494,0.0226638,0.0001154244,0.005388961],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0221411,"threshold_uncertainty_score":0.999727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008710230393132845,"score_gpt":0.2771802254223369,"score_spread":0.2684699950292041,"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."}}