{"id":"W4407834586","doi":"10.1097/ccm.0000000000006565","title":"The authors reply:","year":2025,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00653383,0.0008928806,0.002245017,0.001326152,0.004352413,0.006033154,0.003740618,0.06370744,0.01178216],"category_scores_gemma":[0.06400216,0.001311335,0.001798836,0.0009401051,0.004846168,0.005051344,0.004966332,0.07370729,0.01053553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003336804,"about_ca_system_score_gemma":0.006259776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00515745,"about_ca_topic_score_gemma":0.005125793,"domain_scores_codex":[0.9942302,0.001551856,0.0007974068,0.0009743026,0.001588062,0.0008581672],"domain_scores_gemma":[0.9712404,0.01283229,0.002528444,0.001065366,0.008707897,0.003625646],"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":[0.0000426388,0.0000156095,0.0006408935,0.00005922352,0.00003231925,0.0004899736,0.0002432849,0.00003811154,0.0001285552,0.001418922,0.9948977,0.001992749],"study_design_scores_gemma":[0.00009892555,0.00007186774,0.001754035,0.0003644435,0.00008726186,0.001313028,0.00182071,0.0002466326,0.0005406927,0.004055288,0.9894708,0.0001763737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002807186,0.0007715768,0.00008589876,0.9549567,0.04320972,0.000009180185,0.00003969955,0.00002658463,0.000619919],"genre_scores_gemma":[0.001437379,0.0003905105,0.00008544631,0.9796059,0.0165972,0.00001985482,0.00001495219,0.00001465342,0.001834195],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06370744,"threshold_uncertainty_score":0.0394153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07459224182972586,"score_gpt":0.4331110673659233,"score_spread":0.3585188255361974,"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."}}