{"id":"W2905486495","doi":"10.1186/s13223-018-0309-y","title":"Dose omission to shorten methacholine challenge testing: clinical consequences of the use of a 10% fall in FEV1 threshold","year":2018,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"International Business Machines Corporation","keywords":"Medicine; Methacholine; Salbutamol; Anesthesia; Internal medicine; Hypoxemia; Adverse effect; Lung volumes; Asthma; Cardiology; Lung; Respiratory disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003120507,0.0002801495,0.0004676114,0.0003024513,0.0003102533,0.000338321,0.0002717058,0.0004603004,0.0005595554],"category_scores_gemma":[0.009260227,0.0001258395,0.0006888788,0.000329407,0.0003600334,0.0004106892,0.0003859171,0.0007456132,0.0001367597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003678534,"about_ca_system_score_gemma":0.000408546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000757747,"about_ca_topic_score_gemma":0.001902495,"domain_scores_codex":[0.9978321,0.0006785095,0.0003556455,0.0002069984,0.0007663126,0.0001603867],"domain_scores_gemma":[0.9859547,0.006296454,0.005748456,0.0004012108,0.0007947108,0.0008046348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001144235,0.0001834099,0.9706442,0.0001181909,0.0001219543,0.001315554,0.0001289138,0.0003390097,0.002908281,0.0000427372,0.0002400054,0.02281358],"study_design_scores_gemma":[0.00003293159,0.003643034,0.986811,0.00009323915,0.0001090826,0.005440343,0.0002306912,0.001158319,0.001652778,0.00007027537,0.0007467293,0.00001154345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996168,0.002203991,0.0006134748,0.0002413115,0.00002595063,0.00003223792,0.0000530615,0.00001034149,0.0006515951],"genre_scores_gemma":[0.998865,0.0003095249,0.0003632012,0.0002733208,0.00002795982,0.000009025226,0.00006887748,0.000005423759,0.00007762877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003120507,"threshold_uncertainty_score":0.01650304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1651896136045584,"score_gpt":0.3982627541835933,"score_spread":0.2330731405790349,"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."}}