{"id":"W4233412955","doi":"10.1016/j.chest.2019.06.002","title":"Response","year":2019,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Asthma; Sputum; Mucus; Eosinophilia; Airway; Airway obstruction; Eosinophil; Mechanical ventilation; Bronchodilator; Internal medicine; Gastroenterology; Pathology; Anesthesia","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":[0.002766526,0.00122488,0.001780949,0.001122078,0.00702292,0.007415607,0.002816392,0.1110443,0.02945314],"category_scores_gemma":[0.02801794,0.001168893,0.002145451,0.0007691746,0.003291738,0.002866887,0.003492963,0.05736948,0.02106707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007355687,"about_ca_system_score_gemma":0.007032427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009890206,"about_ca_topic_score_gemma":0.01486011,"domain_scores_codex":[0.9960117,0.000764461,0.0003861449,0.0006379853,0.0009679003,0.001231737],"domain_scores_gemma":[0.9920781,0.002973672,0.0007394463,0.0002861462,0.00173294,0.002189725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004437251,0.000021308,0.0005686438,0.00004866429,0.00001848029,0.003074121,0.0001486016,0.00006507445,0.0001434413,0.001269233,0.9917429,0.00285515],"study_design_scores_gemma":[0.0001260398,0.00007944654,0.001685853,0.0005325753,0.00004954102,0.003132838,0.001081884,0.0004685078,0.0002395288,0.00513582,0.9873744,0.00009353469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003873914,0.0005197121,0.00007787548,0.9597944,0.03384164,0.00002997978,0.0000772257,0.00004702909,0.005224814],"genre_scores_gemma":[0.002376774,0.0003227256,0.00009861619,0.9637119,0.01770291,0.00004406546,0.00003858159,0.00002222033,0.01568225],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1110443,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03772615691885983,"score_gpt":0.2858069897989234,"score_spread":0.2480808328800636,"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."}}