{"id":"W4200075588","doi":"10.1007/s11882-021-01024-9","title":"Obesity, Inflammation, and Severe Asthma: an Update","year":2021,"lang":"en","type":"review","venue":"Current Allergy and Asthma Reports","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Asthma; Medicine; Obesity; Intensive care medicine; Allergy; Disease; Immunology; Bioinformatics; 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":[0.0009879622,0.001207695,0.002632512,0.004547512,0.0003821299,0.001830247,0.001328766,0.001601238,0.007067244],"category_scores_gemma":[0.002740286,0.0003981702,0.001343497,0.004530758,0.0004040503,0.001766639,0.001102035,0.002121115,0.001793905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007968271,"about_ca_system_score_gemma":0.002758523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001955591,"about_ca_topic_score_gemma":0.003443611,"domain_scores_codex":[0.9995348,0.00009010446,0.0001182637,0.00005926295,0.000155707,0.00004172669],"domain_scores_gemma":[0.9982029,0.001050709,0.0003223363,0.00003206969,0.0002959109,0.00009604063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001602051,0.00009265686,0.0003599974,0.1367653,0.0004934171,0.0002624458,0.0001333765,0.0003366398,0.000524268,0.001895259,0.09335015,0.7656264],"study_design_scores_gemma":[0.00004279695,0.0001282699,0.001918691,0.0593791,0.001302774,0.001850667,0.0001450846,0.0001064328,0.0001323229,0.00135945,0.933601,0.0000334381],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003849149,0.9991841,0.00002159902,0.0001984338,0.0003172969,0.000003676306,0.0000217354,0.000003853849,0.0002108953],"genre_scores_gemma":[0.000250556,0.9990259,0.00005716496,0.0002043887,0.0002789453,0.00000485326,0.00003279972,9.701532e-7,0.0001444464],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007067244,"threshold_uncertainty_score":0.02364224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02718637515146784,"score_gpt":0.3221242003805971,"score_spread":0.2949378252291293,"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."}}