{"id":"W2166533335","doi":"10.4187/respcare.01371","title":"Noninvasive Ventilation Coupled With Nebulization During Asthma Crises: A Randomized Controlled Trial","year":2012,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Nebulizer; Anesthesia; Asthma; Ventilation (architecture); Pulmonary function testing; Tidal volume; Randomized controlled trial; Cardiology; Internal medicine; Respiratory system","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":[0.0006250641,0.000269739,0.001143406,0.0002943068,0.0002339609,0.00004099478,0.00005837701,0.0001859431,0.0003068509],"category_scores_gemma":[0.0004222472,0.0001861521,0.0003982895,0.0002675504,0.0001126605,0.0002874025,0.00002120737,0.0002064959,0.00008529127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002325149,"about_ca_system_score_gemma":0.0003619118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003471052,"about_ca_topic_score_gemma":0.000003903907,"domain_scores_codex":[0.9977551,0.0003890519,0.0006557385,0.0002671482,0.0005806113,0.0003524129],"domain_scores_gemma":[0.9982492,0.0001710541,0.0003947348,0.0003100357,0.0006308393,0.0002441138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.990361,0.0001549923,0.001008107,0.0001751146,0.000250933,0.00005105003,0.00190093,0.0002069048,0.005575202,0.00009971893,0.00007439752,0.0001416352],"study_design_scores_gemma":[0.984476,0.000354639,0.0006208979,0.0001677537,0.0004767627,0.00002656906,0.001188032,0.0001297097,0.01064318,6.692998e-7,0.001677915,0.0002379232],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873843,0.00252866,0.0005987083,0.00003553776,0.0005934812,0.005631404,0.000003711197,0.0001551925,0.003069072],"genre_scores_gemma":[0.9969218,0.00001821653,0.00008877156,0.0006820923,0.001227212,0.0005380603,0.00004591634,0.00005135752,0.0004265256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009537616,"threshold_uncertainty_score":0.7591061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01426542583382497,"score_gpt":0.2707539578065767,"score_spread":0.2564885319727517,"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."}}