{"id":"W4402364355","doi":"10.1186/s12931-024-02959-z","title":"Characteristics of lung resistance and elastance associated with tracheal stenosis and intrapulmonary airway narrowing in ex vivo sheep lungs","year":2024,"lang":"en","type":"article","venue":"Respiratory Research","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Dalhousie University; St. Paul's Hospital; Providence Health Care","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Transpulmonary pressure; Medicine; Tracheal Stenosis; Lung; Airway resistance; Ventilation (architecture); Airway; Stenosis; Lung volumes; Airway obstruction; Cardiology; Anesthesia; Internal medicine","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":[0.001536389,0.0001742066,0.0004091556,0.0004110973,0.0001034815,0.00005168073,0.0000886883,0.0001562163,0.00003855179],"category_scores_gemma":[0.0002663834,0.0001454631,0.00003622963,0.0008894139,0.0004637284,0.0001845199,0.00005423611,0.0008514651,0.000001866406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001492594,"about_ca_system_score_gemma":0.0002446568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002597729,"about_ca_topic_score_gemma":0.0001523148,"domain_scores_codex":[0.997737,0.0002410404,0.0003911629,0.0004746889,0.0006586302,0.0004975107],"domain_scores_gemma":[0.9989143,0.0004537047,0.00004721469,0.0002012286,0.0001755148,0.0002080373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002963159,0.0006347373,0.8952402,0.006711191,0.0002486166,0.001459339,0.004091311,0.00000310621,0.04984513,0.001004762,0.001424979,0.03637348],"study_design_scores_gemma":[0.001749161,0.001072492,0.9840184,0.003997709,0.0000612095,0.00001286644,0.001156579,0.001172033,0.002396711,0.0001371316,0.00393412,0.000291578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852439,0.01137294,0.00002024436,0.0009581642,0.00002882001,0.0004451788,0.00004248847,0.00004827568,0.001840032],"genre_scores_gemma":[0.9986352,0.000416605,0.00004231446,0.00008697499,0.00005749573,0.00003290931,0.000006576924,0.00004160404,0.0006802677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08877823,"threshold_uncertainty_score":0.5931811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0352043187042959,"score_gpt":0.3264830716402438,"score_spread":0.2912787529359479,"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."}}