{"id":"W3206837745","doi":"10.1183/23120541.00487-2021","title":"Controlled<i>versus</i>free breathing for multiple-breath nitrogen washout in asthma","year":2021,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Nitrogen washout; Asthma; Washout; Breathing; Bronchodilator Agents; Anesthesia; Intensive care medicine; Internal medicine; Bronchodilator; Functional residual capacity; Lung; Lung volumes","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":[0.004429936,0.0003574401,0.0009159414,0.0002847581,0.0003115373,0.0008361612,0.001014086,0.001014475,0.008233863],"category_scores_gemma":[0.004524671,0.0001401416,0.000657654,0.0003156393,0.0007809991,0.0006730221,0.0005727673,0.0008344214,0.001495681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005755289,"about_ca_system_score_gemma":0.0004899596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007491002,"about_ca_topic_score_gemma":0.0008693186,"domain_scores_codex":[0.9980881,0.0007842375,0.0002608829,0.0003706211,0.0003977033,0.00009832692],"domain_scores_gemma":[0.9979365,0.001117511,0.0006063116,0.00007251988,0.0001459454,0.0001212026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1316004,0.003150014,0.1929428,0.0218336,0.002193027,0.001387147,0.000869879,0.001097098,0.04070937,0.004078888,0.05321487,0.5469229],"study_design_scores_gemma":[0.009081069,0.04457447,0.7806119,0.01035128,0.004501099,0.004274144,0.001084159,0.008110717,0.03173638,0.008312461,0.0971082,0.0002541314],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7805478,0.1430355,0.02015992,0.01350653,0.00667115,0.002561548,0.008182051,0.0009014206,0.0244341],"genre_scores_gemma":[0.9683069,0.01077811,0.008094136,0.0034151,0.002120435,0.002193449,0.002287907,0.0001695384,0.00263453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008233863,"threshold_uncertainty_score":0.02754503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.126676298905237,"score_gpt":0.4344046902587695,"score_spread":0.3077283913535325,"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."}}