{"id":"W3164264466","doi":"10.1164/rccm.202105-1113le","title":"Reply to Camporota <i>et al.</i> : The 4DPRR Index and Mechanical Power: A Step Ahead or 4 Steps Backward?","year":2021,"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; St. Michael's Hospital","funders":"","keywords":"Medicine; Mechanical ventilation; Univariate; Homogeneity (statistics); Population; Anesthesia; Statistics; Mathematics","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":[0.005812818,0.001462864,0.002381807,0.001378372,0.002305603,0.003333412,0.004657746,0.04114978,0.006883155],"category_scores_gemma":[0.03228505,0.001076917,0.001714068,0.0012672,0.00320862,0.005527304,0.002286724,0.0513891,0.008828917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00342874,"about_ca_system_score_gemma":0.00299373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005350349,"about_ca_topic_score_gemma":0.004851163,"domain_scores_codex":[0.9972504,0.0008201135,0.0005038286,0.0004713977,0.0006482999,0.0003060104],"domain_scores_gemma":[0.9870338,0.00674934,0.0008207795,0.0004749666,0.003753907,0.001167149],"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":[0.00006500568,0.00001690973,0.0004459163,0.0000943124,0.00001556621,0.0003058614,0.00005537941,0.00003498155,0.00008540011,0.0004952712,0.9950106,0.003374814],"study_design_scores_gemma":[0.0002600466,0.000119752,0.002847582,0.0007020761,0.0001004342,0.003438664,0.0009208084,0.0008146435,0.0006905816,0.009565779,0.9802895,0.000250092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002238114,0.001548263,0.0001400548,0.9627142,0.03478861,0.00001529412,0.0001317341,0.00005912884,0.0003789737],"genre_scores_gemma":[0.001840527,0.001303425,0.0002535115,0.9448305,0.05027684,0.00005186583,0.0000621955,0.00002749603,0.001353639],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04114978,"threshold_uncertainty_score":0.03074151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02683411341952764,"score_gpt":0.323961763856438,"score_spread":0.2971276504369104,"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."}}