{"id":"W2036479819","doi":"10.1016/j.rmed.2012.12.022","title":"Comparison of changes in lung function measured by plethymography and IOS after bronchoprovocation","year":2013,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Plethysmograph; Spirometry; Medicine; Methacholine; Bronchoconstriction; Asthma; Inhalation; Cardiology; Airway resistance; Internal medicine; Anesthesia; Lung; Respiratory disease","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":[0.0005040452,0.000369451,0.001036968,0.0007460453,0.0002751644,0.0005562583,0.0003079098,0.0008304126,0.002198594],"category_scores_gemma":[0.00249899,0.0001624439,0.0007597835,0.0004797127,0.0006955827,0.0006531486,0.0003918107,0.001353596,0.0004102294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003381219,"about_ca_system_score_gemma":0.0003416062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001910769,"about_ca_topic_score_gemma":0.002111892,"domain_scores_codex":[0.9995484,0.00008726441,0.00004101331,0.00005581679,0.000121693,0.0001458131],"domain_scores_gemma":[0.9981603,0.0008413956,0.0002505013,0.0001337649,0.0002494909,0.0003645089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2462167,0.004422818,0.5035122,0.0006349426,0.0009496246,0.003683018,0.002043847,0.001130999,0.1602318,0.0004332892,0.0007046396,0.07603619],"study_design_scores_gemma":[0.0001829814,0.02006957,0.9577412,0.00001707823,0.0002199715,0.0003577049,0.0006826293,0.0005595447,0.01915636,0.00009381978,0.0008833408,0.00003576336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975293,0.0005979692,0.0002842371,0.00004730987,0.00007822903,0.00003361773,0.0002425472,0.00002167847,0.0011651],"genre_scores_gemma":[0.9987252,0.0001310908,0.00006243642,0.00001899439,0.00004060886,0.00001451105,0.0002340941,0.000003419509,0.0007695383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002198594,"threshold_uncertainty_score":0.007355094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02237258777128218,"score_gpt":0.3021256880617435,"score_spread":0.2797531002904613,"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."}}