{"id":"W2808022367","doi":"10.1136/thoraxjnl-2017-211351","title":"Ventilation inhomogeneity in infants with recurrent wheezing","year":2018,"lang":"en","type":"article","venue":"Thorax","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Alberta; University of Manitoba; Children's Hospital Research Institute of Manitoba; BC Children's Hospital; University of Toronto; SickKids Foundation; University of British Columbia; Hospital for Sick Children; Public Health Ontario","funders":"Canadian Institutes of Health Research; Hospital for Sick Children; AllerGen","keywords":"Medicine; Pediatrics; Ventilation (architecture); Asthma; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002240657,0.0000683439,0.0001281836,0.0001111712,0.00003515613,0.00001205816,0.00004779138,0.00002706608,0.0001301833],"category_scores_gemma":[0.0001737967,0.00005264019,0.00001493052,0.0003051824,0.0000989937,0.00009995363,0.00003495861,0.0001194557,0.00008990413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007852659,"about_ca_system_score_gemma":0.00007235289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003638416,"about_ca_topic_score_gemma":0.00036209,"domain_scores_codex":[0.9992059,0.00003018132,0.0001258062,0.0001637356,0.0002704846,0.0002038856],"domain_scores_gemma":[0.9995812,0.00002935831,0.00003363892,0.0001859963,0.00009046159,0.00007935773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01097769,0.0003938066,0.4649471,0.0002955251,0.00004596268,0.0001164073,0.001281147,0.00001446672,0.1457211,0.0002163232,0.001175909,0.3748145],"study_design_scores_gemma":[0.001244593,0.001165795,0.9457234,0.000653816,0.00001434641,0.00003209714,0.00007488596,0.0007917664,0.04098098,0.0001938202,0.009008152,0.0001163145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959717,0.0002620395,0.0005335559,0.0001373178,0.00008024952,0.0002483238,0.000002660975,0.00003032629,0.002733873],"genre_scores_gemma":[0.9944531,0.00002043907,0.005147924,0.00003196151,0.0001560227,0.00001226711,0.00001180472,0.00001007862,0.0001564026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4807763,"threshold_uncertainty_score":0.2146605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02531059777218135,"score_gpt":0.3501179968320103,"score_spread":0.3248073990598289,"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."}}