{"id":"W2889024351","doi":"10.1164/rccm.201805-0942ed","title":"Characterizing Nebulizer Performance for Methacholine Challenge Tests","year":2018,"lang":"en","type":"editorial","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; University of Toronto","funders":"","keywords":"Nebulizer; Medicine; Methacholine; Intensive care medicine; Anesthesia; Respiratory disease; Internal medicine; Lung","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":[0.008041118,0.00322475,0.00382863,0.003885266,0.001661472,0.004924746,0.002511014,0.01145791,0.00321258],"category_scores_gemma":[0.03334416,0.001287266,0.001784153,0.001292288,0.001762641,0.002251997,0.0008972825,0.01346691,0.003808825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002205577,"about_ca_system_score_gemma":0.002298731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001202339,"about_ca_topic_score_gemma":0.003850471,"domain_scores_codex":[0.9924596,0.001193931,0.001503173,0.0007789391,0.003816633,0.0002477752],"domain_scores_gemma":[0.9646111,0.0128682,0.002146028,0.0009150794,0.01773028,0.00172935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001768208,0.00007268238,0.0005629251,0.0008004977,0.00009376244,0.0003858526,0.00002972015,0.00006542359,0.0006053608,0.0001723422,0.9619372,0.03509744],"study_design_scores_gemma":[0.0002513468,0.0002483152,0.006354042,0.001290553,0.0006854981,0.001475571,0.0001053651,0.0007828805,0.001970689,0.0009157266,0.9858365,0.00008349674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002934805,0.009368619,0.0005066827,0.0236598,0.9646493,0.00004104571,0.00009632664,0.0001070725,0.001277608],"genre_scores_gemma":[0.001631438,0.00655928,0.000629586,0.01804771,0.9677787,0.00004708454,0.00007029299,0.00005827683,0.005177661],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01145791,"threshold_uncertainty_score":0.04252601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02280311927475487,"score_gpt":0.3517317414072034,"score_spread":0.3289286221324486,"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."}}