{"id":"W2077155089","doi":"10.1152/ajplung.00343.2014","title":"Delivered dose estimate to standardize airway hyperresponsiveness assessment in mice","year":2015,"lang":"en","type":"article","venue":"American Journal of Physiology-Lung Cellular and Molecular Physiology","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nebulizer; Methacholine; Aerosolization; Ventilation (architecture); Medicine; Anesthesia; Airway; Airway hyperresponsiveness; Inhalation; Lung; Internal medicine; Respiratory disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002996026,0.001314087,0.0009620165,0.00153975,0.0004680061,0.001003871,0.001150948,0.002018818,0.002977512],"category_scores_gemma":[0.001962589,0.0005265272,0.000948347,0.0007126083,0.0006204506,0.0007737324,0.0008223531,0.002380555,0.001032347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008190871,"about_ca_system_score_gemma":0.0008129575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006997555,"about_ca_topic_score_gemma":0.00124948,"domain_scores_codex":[0.9977649,0.0003248565,0.0002537658,0.0004766436,0.0009910142,0.0001887133],"domain_scores_gemma":[0.9981328,0.0003723425,0.0003981788,0.0004291566,0.0005527459,0.000114951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003886894,0.0003845903,0.001086909,0.000310646,0.00005739942,0.00005490605,0.00009983114,0.001410696,0.9874848,0.0004558281,0.0005501127,0.007715641],"study_design_scores_gemma":[0.00005531017,0.002625019,0.003576644,0.00005826361,0.0001651146,0.0001402869,0.00004440421,0.003869796,0.979028,0.0002561568,0.01014584,0.00003506761],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6176796,0.009588967,0.3425453,0.0006928041,0.0009227517,0.005743189,0.01093993,0.002523548,0.009363834],"genre_scores_gemma":[0.7246855,0.006109314,0.2360639,0.0009980558,0.0001780372,0.01182514,0.008612107,0.001155815,0.01037202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002996026,"threshold_uncertainty_score":0.0158447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009594479820076607,"score_gpt":0.2994070908113214,"score_spread":0.2898126109912448,"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."}}