{"id":"W2116008397","doi":"10.1378/chest.130.4.1072","title":"Dynamic Hyperinflation During Bronchoconstriction in Asthma","year":2006,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Bronchoconstriction; Medicine; Methacholine; Spirometry; Asthma; Dynamic hyperinflation; Lung volumes; Anesthesia; Cardiology; Internal medicine; Respiratory disease; Lung","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":[0.0005842591,0.0002503328,0.0006079571,0.0007069548,0.0003267282,0.0008174423,0.0002729154,0.0008627496,0.001768976],"category_scores_gemma":[0.001611937,0.0002404722,0.0001990462,0.0004100658,0.0005146745,0.0006653344,0.0004837534,0.0008669383,0.0002731031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003374218,"about_ca_system_score_gemma":0.0001408723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004244075,"about_ca_topic_score_gemma":0.0004535154,"domain_scores_codex":[0.9997767,0.00007682076,0.00002158176,0.00002590784,0.0000524547,0.00004656958],"domain_scores_gemma":[0.9994659,0.0002711228,0.00009672384,0.0000348836,0.00002472424,0.0001065807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03768542,0.0005159437,0.1816645,0.0008556907,0.0002820637,0.02422944,0.002228548,0.0009920691,0.6175877,0.002764397,0.00256199,0.1286322],"study_design_scores_gemma":[0.0001729834,0.002358709,0.9564172,0.0001038509,0.0001298962,0.01361535,0.0005298776,0.001995258,0.01824495,0.001172238,0.005221021,0.00003860944],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847761,0.01016765,0.0009892173,0.000272131,0.0001206804,0.00004572323,0.0001073391,0.00003303141,0.003488169],"genre_scores_gemma":[0.9982857,0.0009948147,0.0001597957,0.00007471481,0.0001525403,0.00001934855,0.0000683912,0.000006472762,0.0002382698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001768976,"threshold_uncertainty_score":0.005917788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005277106198818075,"score_gpt":0.2360624042246178,"score_spread":0.2307852980257997,"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."}}