{"id":"W2973321953","doi":"10.1016/j.chest.2019.09.005","title":"Respiratory Duty Cycles in Individuals With and Without Airway Hyperresponsiveness","year":2019,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Airway hyperresponsiveness; Airway; Respiratory system; Intensive care medicine; Anesthesia; Internal 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":[0.0002610111,0.0002155799,0.0003588334,0.0009243433,0.0003731382,0.0006032731,0.0002124224,0.0005998657,0.002500197],"category_scores_gemma":[0.002209553,0.0001384871,0.000305282,0.0004386778,0.0003072939,0.000474474,0.0004595494,0.0004531814,0.0003638446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002994293,"about_ca_system_score_gemma":0.000161973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002577231,"about_ca_topic_score_gemma":0.003240671,"domain_scores_codex":[0.9997082,0.00003712034,0.00003229638,0.0000755453,0.00004169573,0.0001051223],"domain_scores_gemma":[0.9993078,0.000195243,0.0002303304,0.00002699426,0.00006214933,0.0001776054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001350943,0.0001391828,0.9928371,0.00001856502,0.000041792,0.0005647108,0.0002313855,0.00006599065,0.001184136,0.00006444685,0.00009351868,0.003408231],"study_design_scores_gemma":[0.00000896108,0.0002511035,0.9984334,0.00000501974,0.00001821739,0.0005195561,0.0004298703,0.0001104919,0.00004947767,0.00004350743,0.0001260129,0.000004286104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988803,0.0001362274,0.00002572235,0.0000234918,0.000009431371,0.000007792573,0.0001020879,0.000001920812,0.00081308],"genre_scores_gemma":[0.9995188,0.00003552454,0.00001813748,0.00002442167,0.00001300508,0.000005133541,0.0001293357,0.000001322848,0.0002544153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002577231,"threshold_uncertainty_score":0.008364022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686544558368933,"score_gpt":0.2785065745772926,"score_spread":0.2616411289936032,"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."}}