{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002686165,0.001418131,0.005146835,0.0005927391,0.0007007415,0.001339174,0.001375005,0.002897881,0.005968716],"category_scores_gemma":[0.003444274,0.0008545968,0.002487703,0.0008135119,0.001870566,0.001164657,0.0006658448,0.00291155,0.0005943734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000934666,"about_ca_system_score_gemma":0.002157806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001731517,"about_ca_topic_score_gemma":0.002579873,"domain_scores_codex":[0.9978756,0.001214512,0.0002034447,0.0003112613,0.0001648042,0.0002304398],"domain_scores_gemma":[0.9980975,0.0006852433,0.000481087,0.0001320806,0.0001107557,0.0004934142],"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":[0.9864949,0.005257288,0.0004203562,0.0009311262,0.0009288088,0.00002852649,0.00002749376,0.00008111434,0.0005229999,0.00005098644,0.0002116078,0.005044768],"study_design_scores_gemma":[0.9749749,0.02370629,0.0005948099,0.00004579456,0.0003648905,0.00000832611,0.00001142658,0.00008355537,0.00005630196,0.00003014555,0.0001188939,0.000004735138],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974564,0.01359034,0.0006621366,0.001056478,0.001436828,0.006856788,0.0005278146,0.00009942915,0.001206173],"genre_scores_gemma":[0.9702652,0.007589255,0.002117408,0.00147933,0.001553964,0.01451891,0.0005930944,0.00001933156,0.001863638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005968716,"threshold_uncertainty_score":0.01996738,"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."}}