{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005989942,0.0001259153,0.0003170578,0.0001102289,0.0004307394,0.000004632777,0.0000956907,0.00006147073,0.0001459075],"category_scores_gemma":[0.0005650495,0.00007847101,0.00009535786,0.0001195446,0.0001525993,0.00001630433,0.0001336013,0.0003021466,0.000007566874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003193404,"about_ca_system_score_gemma":0.00004907671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009603032,"about_ca_topic_score_gemma":0.00005824507,"domain_scores_codex":[0.9984007,0.0007473079,0.0002375349,0.0002189741,0.0001728666,0.0002225786],"domain_scores_gemma":[0.9984946,0.0009134256,0.0001534407,0.0002939588,0.00004777675,0.00009677372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03204199,0.002743264,0.7008546,0.0007108983,0.00118867,0.0008272374,0.005686548,0.004574914,0.02380518,0.01846205,0.008600947,0.2005037],"study_design_scores_gemma":[0.01126205,0.0207693,0.3644816,0.00004851325,0.0005218575,0.00008383125,0.0008816638,0.00339882,0.004463173,0.001309138,0.5924404,0.0003396514],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940856,0.002218598,0.0001169945,0.001925059,0.00009076128,0.0004773313,0.00004593945,0.00003073796,0.001008976],"genre_scores_gemma":[0.9973022,0.000020232,0.00002682974,0.002013273,0.00008821812,0.0001178475,0.00001719383,0.00001712643,0.0003970999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5838395,"threshold_uncertainty_score":0.3312942,"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."}}