{"id":"W3199213594","doi":"10.1186/s13223-021-00598-3","title":"Epidemiology of comorbidities and their association with asthma control","year":2021,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epidemiology; Association (psychology); Asthma; Medicine; Comorbidity; Environmental health; Psychiatry; Psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053732,0.000164713,0.0009102359,0.00004216329,0.00007403607,0.00000267399,0.00004841717,0.0003532227,0.0001503199],"category_scores_gemma":[0.001214487,0.0001108523,0.0001369117,0.00007319063,0.0006262753,0.00004497333,0.00006405302,0.0003221359,0.000005904421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000164554,"about_ca_system_score_gemma":0.0001698471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002799042,"about_ca_topic_score_gemma":0.00008397796,"domain_scores_codex":[0.9980456,0.0006633091,0.0006217776,0.0003304967,0.00007090724,0.0002679611],"domain_scores_gemma":[0.9967936,0.002295455,0.0003135246,0.000232032,0.0002377024,0.0001276623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001450041,0.0004962496,0.9602399,0.00003883833,0.002173536,0.00009782859,0.0001094823,0.000002553904,0.0007552426,0.00377372,0.000384927,0.03047768],"study_design_scores_gemma":[0.004194072,0.002155291,0.9589447,0.0000674595,0.00005082897,0.000199012,0.0008536953,0.00007401184,0.0002712243,0.0003888037,0.03267867,0.0001222382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772166,0.01842778,0.0003166582,0.00314038,0.0001724781,0.0001075892,0.00001975565,0.00002695037,0.0005717851],"genre_scores_gemma":[0.9933763,0.003367593,0.0001806517,0.002190969,0.0001273662,0.000009543027,0.00002851674,0.00001436788,0.000704676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03229375,"threshold_uncertainty_score":0.4520425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02339154831211181,"score_gpt":0.3086189776742505,"score_spread":0.2852274293621387,"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."}}