{"id":"W2083561704","doi":"10.1080/02770900902718829","title":"Reversal of Bronchial Obstruction with Bi-level Positive Airway Pressure and Nebulization in Patients with Acute Asthma","year":2009,"lang":"en","type":"article","venue":"Journal of Asthma","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Vital capacity; Asthma; Anesthesia; Airway obstruction; Positive end-expiratory pressure; Exacerbation; Airway; Mechanical ventilation; Internal medicine; Lung; Diffusing capacity; Lung function","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":[0.0001037811,0.0001001813,0.0002489666,0.0002176863,0.00003037306,0.000009543297,0.00003116924,0.0000701442,0.00001792295],"category_scores_gemma":[0.00001701325,0.0000653305,0.00003297756,0.0001827996,0.00004839773,0.000270354,0.000005874196,0.0001927615,4.7792e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003330705,"about_ca_system_score_gemma":0.0001098511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003792543,"about_ca_topic_score_gemma":0.000004440654,"domain_scores_codex":[0.9990966,0.00004299575,0.0003094035,0.00009392378,0.0003608065,0.0000962142],"domain_scores_gemma":[0.998989,0.00001169859,0.0003917899,0.00006634263,0.0004640008,0.00007712521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06000129,0.002651094,0.7604563,0.0002864045,0.001605744,0.0007115494,0.007086436,0.005680554,0.01626858,0.0004069036,0.002094526,0.1427507],"study_design_scores_gemma":[0.006439986,0.004681985,0.9855747,0.0003876674,0.0001137999,0.0002317231,0.0001075737,0.0001065758,0.002024971,0.000005029695,0.0002444797,0.00008156596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984643,0.00007881525,0.0007036988,0.0002969059,0.00007665819,0.0001716028,0.000009539081,0.000003803677,0.0001947124],"genre_scores_gemma":[0.9974761,0.00001454394,0.002126877,0.0001576635,0.0001106788,2.417189e-7,0.000007934988,0.000008489654,0.00009744109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2251184,"threshold_uncertainty_score":0.26641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004795560638028449,"score_gpt":0.2155355579673109,"score_spread":0.2107399973292824,"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."}}