{"id":"W2767449778","doi":"10.1016/j.chest.2017.09.001","title":"Methacholine Challenge Testing","year":2017,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"International Business Machines Corporation","keywords":"Nebulizer; Methacholine; Medicine; Repeatability; Anesthesia; Intraclass correlation; Inhalation; Internal medicine; Respiratory disease; Chromatography; Chemistry; 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":[0.0003818144,0.0007633101,0.0007251943,0.0005032034,0.0007309013,0.0004574692,0.000626419,0.001339066,0.01413967],"category_scores_gemma":[0.0007427988,0.0001507131,0.0004563953,0.0002318177,0.0002501023,0.0003621669,0.0004302258,0.001095547,0.005384277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002662069,"about_ca_system_score_gemma":0.0005415445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001467193,"about_ca_topic_score_gemma":0.003060092,"domain_scores_codex":[0.9995184,0.00006926154,0.00003978399,0.0001238246,0.0001485109,0.0001002218],"domain_scores_gemma":[0.999687,0.00004189806,0.00001537303,0.00004427959,0.0001297313,0.00008175882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005889273,0.008129229,0.258955,0.0007092843,0.0002517843,0.04250394,0.00128547,0.0003645032,0.3253228,0.001584218,0.05252859,0.3024759],"study_design_scores_gemma":[0.0005139679,0.01549429,0.5367936,0.000715907,0.0003900299,0.0632421,0.001030374,0.002181558,0.1109359,0.001957221,0.2665907,0.0001544059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6998827,0.008610773,0.00969947,0.007790425,0.002087539,0.004725677,0.004444359,0.001167935,0.261591],"genre_scores_gemma":[0.8805233,0.002512652,0.006347305,0.009936792,0.0005719865,0.0009488972,0.002958256,0.0001068107,0.09609409],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01413967,"threshold_uncertainty_score":0.04730195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1054642493563065,"score_gpt":0.3585364576959353,"score_spread":0.2530722083396288,"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."}}