{"id":"W4303953529","doi":"10.1111/resp.14387","title":"The cumulative effect of methacholine on large and small airways when deep inspirations are avoided","year":2022,"lang":"en","type":"article","venue":"Respirology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Methacholine; Medicine; Spirometry; Airway; Lung volumes; Airway resistance; Anesthesia; Hyperinflation; Bronchodilator; Cumulative dose; Asthma; Dynamic hyperinflation; Lung; Internal medicine; Respiratory disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009914336,0.0005201059,0.0005678044,0.0003702898,0.0002188461,0.0005007574,0.0003587838,0.0006631166,0.001628161],"category_scores_gemma":[0.001390615,0.0002205475,0.0003103403,0.0001768384,0.0004860117,0.0004581203,0.000497368,0.0007706055,0.0002042752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003304137,"about_ca_system_score_gemma":0.0003485747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004739891,"about_ca_topic_score_gemma":0.001067594,"domain_scores_codex":[0.9992893,0.0001471477,0.00005803719,0.0001246774,0.0003020263,0.0000789043],"domain_scores_gemma":[0.9980884,0.0008458492,0.0004777943,0.0001896146,0.0001976266,0.0002005803],"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":[0.002768206,0.0004235941,0.05462491,0.0005987939,0.0001657716,0.0004122108,0.00009792863,0.0003677218,0.8839105,0.0001086927,0.000221374,0.05630031],"study_design_scores_gemma":[0.00008791602,0.008029098,0.761321,0.000103684,0.0002687981,0.002460159,0.0001414826,0.001847039,0.2235039,0.0002046931,0.002006635,0.00002559134],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864237,0.008263004,0.003214865,0.0001680093,0.00007218969,0.0001122925,0.0001091172,0.00004726434,0.001589542],"genre_scores_gemma":[0.996795,0.0006715804,0.001880506,0.00008674041,0.00006382437,0.00004184974,0.00007240979,0.000009766228,0.0003782999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001628161,"threshold_uncertainty_score":0.005446732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01669580182582304,"score_gpt":0.2888462090369546,"score_spread":0.2721504072111315,"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."}}