{"id":"W4248954272","doi":"10.1513/annalsats.201405-199cme","title":"Severe Asthma","year":2014,"lang":"en","type":"letter","venue":"Annals of the American Thoracic Society","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Asthma; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001066919,0.000665239,0.001101421,0.0006702854,0.004544815,0.002053319,0.0009064777,0.0188009,0.02186185],"category_scores_gemma":[0.006548456,0.0004427054,0.001306056,0.0004880713,0.001094314,0.001376112,0.001359474,0.01821484,0.009592458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002591043,"about_ca_system_score_gemma":0.003538419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006502221,"about_ca_topic_score_gemma":0.01884028,"domain_scores_codex":[0.9983583,0.0003433668,0.0001717513,0.0002490597,0.0004226276,0.0004548561],"domain_scores_gemma":[0.9984317,0.0002989882,0.0001192365,0.00009782409,0.0002639221,0.0007883062],"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":[0.00005550205,0.00008003882,0.0044184,0.00006294595,0.00003058387,0.01543354,0.00007168239,0.00003837936,0.0002585491,0.002469275,0.9659306,0.01115034],"study_design_scores_gemma":[0.0002314425,0.0001371347,0.01157326,0.0006908937,0.00005812409,0.0280398,0.0002851587,0.0003346709,0.0001486591,0.007204339,0.9512496,0.00004687349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002299629,0.005450089,0.0001662975,0.8937862,0.03291014,0.00005247286,0.0001865854,0.00008194742,0.06506672],"genre_scores_gemma":[0.02194359,0.00342227,0.0002893135,0.854495,0.05308584,0.00006298668,0.000220002,0.00003519672,0.06644566],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02186185,"threshold_uncertainty_score":0.0731352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06640365271260386,"score_gpt":0.3766662703488284,"score_spread":0.3102626176362246,"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."}}