{"id":"W2491892591","doi":"10.1002/ppul.23541","title":"Misdiagnosis of asthma in schoolchildren","year":2016,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Asthma; Asymptomatic; Spirometry; Pediatrics; Methacholine; Cohort; Respiratory disease; Internal medicine; Lung","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":[0.005575675,0.0004715071,0.0005762884,0.002446377,0.0004945054,0.001208388,0.0009566999,0.0009828401,0.001007669],"category_scores_gemma":[0.02808693,0.0006159563,0.0003880428,0.0007730523,0.001431742,0.0006598866,0.000917469,0.0007150252,0.0002669791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006482735,"about_ca_system_score_gemma":0.0003948765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005850374,"about_ca_topic_score_gemma":0.005109517,"domain_scores_codex":[0.9917313,0.003687782,0.000648493,0.001124108,0.002410285,0.0003979882],"domain_scores_gemma":[0.9783545,0.009575441,0.008402551,0.001328806,0.001761809,0.00057692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003557661,0.00001028799,0.9973097,0.00002355639,0.00002732636,0.0001618185,0.0002882889,0.00002152846,0.0001043231,0.00001259791,0.00008699119,0.001917931],"study_design_scores_gemma":[0.000005875347,0.00009959711,0.9964026,0.0000622936,0.00003917419,0.002198223,0.0004117141,0.0002116356,0.0002601842,0.00004756742,0.0002563012,0.000004824396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973052,0.001574108,0.000267906,0.0001374511,0.00003674776,0.00001502792,0.00008550919,0.00001756787,0.000560386],"genre_scores_gemma":[0.9992453,0.0003072554,0.0002182716,0.00006315504,0.00002317142,0.000005835516,0.00007580253,0.000002606452,0.00005857644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005850374,"threshold_uncertainty_score":0.02948731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008005939865189994,"score_gpt":0.2510497541269705,"score_spread":0.2430438142617805,"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."}}