{"id":"W3011929389","doi":"10.1111/pai.13245","title":"Persistent ventilation inhomogeneity after an acute exacerbation in preschool children with recurrent wheezing","year":2020,"lang":"en","type":"article","venue":"Pediatric Allergy and Immunology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; SickKids Foundation","funders":"National Institute for Health and Care Research","keywords":"Medicine; Emergency department; Spirometry; Asthma; Pediatrics; Exacerbation; Outpatient clinic; Pulmonary function testing; Cohort; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004011867,0.0001184972,0.0001713912,0.00008553792,0.000052549,0.00001083619,0.00004170643,0.00009476394,0.00007679645],"category_scores_gemma":[0.00001616043,0.00009605531,0.00004379132,0.0001397449,0.00004170941,0.0001443459,0.00003917719,0.0001679234,0.00000953518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002659347,"about_ca_system_score_gemma":0.00007301968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001226407,"about_ca_topic_score_gemma":0.00001571363,"domain_scores_codex":[0.9992417,0.00006307127,0.0001720637,0.0002660897,0.00009440793,0.0001627122],"domain_scores_gemma":[0.9996723,0.000006994315,0.00006632471,0.0001084607,0.00003468114,0.0001112707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004038812,0.0002643229,0.9784756,0.00003716152,0.0002885418,0.00004266893,0.0008448405,0.00005492742,0.0005462465,0.00001504052,0.00005513557,0.01533667],"study_design_scores_gemma":[0.001476894,0.001643244,0.9956908,0.00001021564,0.0001495542,0.00002678299,0.000115661,0.0001991918,0.00004268478,0.000003958346,0.0005268207,0.0001142219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98961,0.009628747,0.00008531543,0.0003024557,0.00004798046,0.0002392761,0.000005582547,0.00003138641,0.00004925862],"genre_scores_gemma":[0.9976724,0.001645859,0.00008776683,0.0002255651,0.0002329198,0.00003358969,0.00007086873,0.00001187882,0.00001919609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01721514,"threshold_uncertainty_score":0.3917022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009545679919933731,"score_gpt":0.2275763968747976,"score_spread":0.2180307169548639,"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."}}