{"id":"W3023267307","doi":"10.1016/j.jaci.2005.12.1302","title":"Severe asthma","year":2006,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Christie (Canada)","funders":"","keywords":"Asthma; Medicine; Airway; Pulmonary function testing; Population; Disease; Intensive care medicine; Pediatrics; Internal medicine; Anesthesia; Environmental health","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":[0.00033003,0.0004953265,0.0008451689,0.0009319627,0.001221605,0.0007159427,0.000370351,0.0005595517,0.03915938],"category_scores_gemma":[0.0006428696,0.000108605,0.0007197864,0.0007863685,0.0002474116,0.0003173547,0.0006772565,0.001063187,0.00777469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003500987,"about_ca_system_score_gemma":0.0008362015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001996101,"about_ca_topic_score_gemma":0.004845702,"domain_scores_codex":[0.9994634,0.00006271785,0.00004617671,0.00007831481,0.0001324129,0.0002169674],"domain_scores_gemma":[0.9996411,0.00002610481,0.00008638507,0.00003169965,0.00005628415,0.000158512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002175272,0.001180981,0.6100551,0.001928324,0.0005997575,0.01730862,0.0005879671,0.0002333261,0.01336708,0.004132242,0.1276269,0.2208044],"study_design_scores_gemma":[0.0002131909,0.001144189,0.6666412,0.0005810306,0.0002920699,0.03282733,0.0004697512,0.0002804983,0.001267202,0.001416383,0.2948165,0.00005062096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.3727672,0.02770717,0.002534282,0.004989715,0.002131824,0.001516315,0.01343359,0.0005715992,0.5743484],"genre_scores_gemma":[0.8991823,0.006701204,0.0009071195,0.003673858,0.001514815,0.0003087331,0.01118474,0.00004998501,0.07647729],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03915938,"threshold_uncertainty_score":0.1310012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01650740325912537,"score_gpt":0.3137584299808809,"score_spread":0.2972510267217556,"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."}}