{"id":"W4409989398","doi":"10.1164/rccm.202503-0748ed","title":"Airtime for the Airway","year":2025,"lang":"en","type":"editorial","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Muscular Dystrophy Canada; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Airway; Intensive care medicine; Anesthesia","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":[0.006925643,0.004590838,0.004316892,0.002968549,0.003497745,0.009207765,0.003538429,0.02179561,0.01656583],"category_scores_gemma":[0.02108677,0.001439398,0.003554929,0.001084417,0.002856355,0.005378429,0.002131439,0.04407151,0.01302726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002983242,"about_ca_system_score_gemma":0.003530922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002033502,"about_ca_topic_score_gemma":0.006031686,"domain_scores_codex":[0.9948291,0.0009699565,0.0006552875,0.0007746369,0.002327011,0.0004439586],"domain_scores_gemma":[0.9860758,0.005411108,0.0008908667,0.0004646352,0.004319964,0.002837643],"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":[0.00004777852,0.00001601174,0.00002928706,0.000236102,0.00002513073,0.0001014574,0.00001050133,0.00001773536,0.00006683415,0.0004065297,0.991993,0.007049554],"study_design_scores_gemma":[0.00009949063,0.00006816652,0.0003339793,0.0005021979,0.00009179336,0.0002421835,0.00005892871,0.000104607,0.00009484485,0.001073443,0.9973061,0.00002425493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002312184,0.007644044,0.00005604344,0.03105723,0.959951,0.000008709951,0.00002028551,0.00003034244,0.001209287],"genre_scores_gemma":[0.0002411241,0.00405829,0.00005265382,0.02448116,0.965434,0.000009890351,0.00001240644,0.00001472309,0.005695723],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02179561,"threshold_uncertainty_score":0.05541819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01877380826003814,"score_gpt":0.3706786427910356,"score_spread":0.3519048345309975,"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."}}