{"id":"W2088034361","doi":"10.1114/1.270","title":"A Micromechanical Model of Airway-Parenchymal Interdependence","year":2000,"lang":"en","type":"article","venue":"Annals of Biomedical Engineering","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Bronchoconstriction; Airway; Parenchyma; Transpulmonary pressure; Airway resistance; Lung; Pulmonary gas pressures; Anatomy; Lung volumes; Respiratory system; Mechanics; Chemistry; Medicine; Anesthesia; Internal medicine; Physics; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001936519,0.00009715555,0.000276906,0.0001498818,0.00001013102,0.000002015044,0.00009473228,0.0001216708,0.0006272949],"category_scores_gemma":[0.00009221939,0.00008236554,0.0001269061,0.0001854089,0.00007752603,0.00004483983,0.00002587667,0.0001543359,0.00002181881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006577533,"about_ca_system_score_gemma":0.00007062197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005026412,"about_ca_topic_score_gemma":1.086531e-7,"domain_scores_codex":[0.9989815,0.000008634847,0.0003850724,0.0001352024,0.0003099253,0.0001796351],"domain_scores_gemma":[0.9994888,0.00003252327,0.00004322231,0.0001620163,0.00009800216,0.0001754059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002971597,0.0006199832,0.00003231634,0.0006845605,0.0001659628,0.00005284866,0.000443972,0.009442126,0.9150844,0.0007126756,0.002749861,0.06971415],"study_design_scores_gemma":[0.0009111461,0.0004806565,0.0001279628,0.000584477,0.00003463406,0.00004564038,0.00002966809,0.694746,0.2980774,0.0000302697,0.004749715,0.0001824333],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854081,0.0002686481,0.01212626,0.001087984,0.00008448145,0.0001097222,0.0000199931,0.00005407746,0.0008407087],"genre_scores_gemma":[0.9973283,0.0001004295,0.001740638,0.0004216856,0.00006150595,0.000002712266,0.000007679316,0.00001165745,0.0003253971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6853039,"threshold_uncertainty_score":0.686844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03591165296353004,"score_gpt":0.2873710030628763,"score_spread":0.2514593500993463,"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."}}