{"id":"W2001762350","doi":"10.1159/000195103","title":"Airway Responsiveness to Histamine or Methacholine: Advances in Measurement and Interpretation","year":2009,"lang":"en","type":"article","venue":"Respiration","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Methacholine; Histamine; Inhalation; Asthma; Spirometry; Bronchoconstriction; Airway hyperresponsiveness; Hyperventilation; Bronchial hyperresponsiveness; Airway; Nebulizer; Anesthesia; Internal medicine; Respiratory disease; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003798906,0.00009978854,0.0001743189,0.0002352467,0.00003601885,0.00001547628,0.00002985011,0.00004591091,0.00002218159],"category_scores_gemma":[0.0006948897,0.00007445319,0.00002522957,0.0002545703,0.00001604264,0.0002020037,0.000008401727,0.00006411532,0.000008842478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000149495,"about_ca_system_score_gemma":0.0001190639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004357698,"about_ca_topic_score_gemma":0.00009482876,"domain_scores_codex":[0.9990304,0.00009758429,0.0002464206,0.0002162945,0.0002890311,0.0001202368],"domain_scores_gemma":[0.9995072,0.00003252164,0.00005134817,0.0001341655,0.0001595878,0.0001151028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004985916,0.000149679,0.0023897,0.00006714543,0.000004171508,0.00003981568,0.0003736193,0.0002731807,0.06943092,0.00009219359,0.000139728,0.9220539],"study_design_scores_gemma":[0.00438471,0.006602871,0.727925,0.00115,0.00008872821,0.00002911166,0.0004018076,0.003172548,0.03396955,0.000199961,0.2216391,0.0004365868],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793784,0.004904679,0.01193934,0.002081874,0.00007791889,0.0007218461,0.000002839559,0.00004935657,0.0008437537],"genre_scores_gemma":[0.9965236,0.00008356269,0.0006788884,0.002442062,0.00008469611,0.00002612188,0.000005996824,0.000007386891,0.000147715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9216173,"threshold_uncertainty_score":0.3036113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02485626516248764,"score_gpt":0.32707247185521,"score_spread":0.3022162066927224,"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."}}