{"id":"W2551290867","doi":"10.1183/13993003.congress-2016.pa3450","title":"Day-to-day variability of inspiratory resistance: A sensitive and specific marker of asthma","year":2016,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Asthma; COPD; Lung function; Internal medicine; Airway resistance; Coefficient of variation; Cardiology; Lung; Statistics; Mathematics","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":[0.001396811,0.0004157475,0.0004183498,0.0008763971,0.0001729315,0.0007683765,0.0003493072,0.0008508085,0.001425896],"category_scores_gemma":[0.003724314,0.0002033005,0.0002621773,0.0005861321,0.0004223989,0.0004100959,0.0004070761,0.0005556202,0.000496571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001598462,"about_ca_system_score_gemma":0.0001842401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007693066,"about_ca_topic_score_gemma":0.0009714803,"domain_scores_codex":[0.999254,0.0002570677,0.0000864543,0.0001944087,0.0001645083,0.00004349186],"domain_scores_gemma":[0.9983349,0.0007943608,0.0004375255,0.0001366317,0.0001868334,0.0001097023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0016034,0.0002490167,0.8820032,0.0002694433,0.0001747994,0.0001706758,0.0001676344,0.0008409958,0.0650654,0.0002199252,0.001400139,0.0478354],"study_design_scores_gemma":[0.00001113357,0.0004595127,0.9882803,0.000022372,0.00004386989,0.0005663401,0.00005170369,0.001853816,0.007809221,0.0001636403,0.0007160415,0.00002200286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721101,0.002620046,0.01963606,0.0002861815,0.00007233393,0.0001668998,0.002040829,0.0002259033,0.002841684],"genre_scores_gemma":[0.987042,0.0003374152,0.01108933,0.0001115174,0.00007182237,0.00009838914,0.0008242384,0.00002213098,0.0004032576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001425896,"threshold_uncertainty_score":0.007387102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01360561785599748,"score_gpt":0.2683022498267911,"score_spread":0.2546966319707936,"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."}}