{"id":"W4375946588","doi":"10.1164/rccm.202304-0770le","title":"Reply to Fernández","year":2023,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Fern; Intensive care medicine; MEDLINE; Ecology; Law","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":[0.005388681,0.0009692689,0.001777487,0.000848603,0.004480057,0.003118072,0.002293176,0.04211849,0.008850445],"category_scores_gemma":[0.03110812,0.0009885728,0.001560837,0.0008651974,0.002861883,0.004148993,0.002165625,0.04140854,0.008689887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004897981,"about_ca_system_score_gemma":0.006841982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01200154,"about_ca_topic_score_gemma":0.01495836,"domain_scores_codex":[0.9969035,0.0008748149,0.0003297811,0.0005191063,0.0008948826,0.0004778772],"domain_scores_gemma":[0.9904711,0.004807335,0.0005822981,0.0002586173,0.002384536,0.001496146],"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":[0.00003233033,0.000006185021,0.000169279,0.0000178482,0.00000463352,0.0002040689,0.00004494383,0.00001294507,0.00003039683,0.0003871311,0.9978656,0.001224646],"study_design_scores_gemma":[0.000130556,0.00005059561,0.00153358,0.0004319859,0.00004347118,0.001351794,0.0006239038,0.0002676102,0.0002661094,0.005415122,0.9897918,0.00009349333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001345793,0.001076322,0.00003139717,0.9788792,0.01878866,0.000006428421,0.0000652181,0.0000235241,0.0009946089],"genre_scores_gemma":[0.001150781,0.0003830895,0.00005726962,0.9839192,0.01147574,0.00002236924,0.00002047309,0.00001667456,0.002954407],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04211849,"threshold_uncertainty_score":0.03553754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03566945742798666,"score_gpt":0.3398706793789685,"score_spread":0.3042012219509819,"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."}}