{"id":"W3174401636","doi":"10.1164/rccm.202106-1388le","title":"Reply to Tobin","year":2021,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","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":[0.008188925,0.001538023,0.00319585,0.001624505,0.01510786,0.01132007,0.004269018,0.1398717,0.01706156],"category_scores_gemma":[0.05395367,0.002116351,0.00214046,0.001478905,0.006188917,0.006365172,0.005630794,0.09883194,0.01273302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01101309,"about_ca_system_score_gemma":0.01417381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01931637,"about_ca_topic_score_gemma":0.02842388,"domain_scores_codex":[0.9919162,0.001670245,0.0007401553,0.001667861,0.001869218,0.002136323],"domain_scores_gemma":[0.9816519,0.00933025,0.001371725,0.0006504055,0.002847843,0.004147897],"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":[0.00002728212,0.000008970677,0.0002214779,0.00003247829,0.00001479763,0.0008465208,0.0002824098,0.00002364478,0.00005505487,0.001789057,0.9952585,0.001439779],"study_design_scores_gemma":[0.00007912003,0.00003609747,0.0009086694,0.0004938193,0.0000525983,0.001301067,0.001392607,0.0002127186,0.0001751146,0.007500903,0.9877451,0.0001021548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001682408,0.00127824,0.00004660441,0.9632315,0.03259775,0.00001223283,0.00002928124,0.00001974466,0.002616475],"genre_scores_gemma":[0.00103142,0.0002694554,0.00003690706,0.9839689,0.009462032,0.00001956177,0.000006632879,0.00001504275,0.005190145],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1398717,"threshold_uncertainty_score":0.07990593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02857455832806694,"score_gpt":0.32421696592324,"score_spread":0.2956424075951731,"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."}}