{"id":"W3199930525","doi":"10.1016/j.mam.2021.101021","title":"Asthma COPD overlap: Insights into cellular and molecular mechanisms","year":2021,"lang":"en","type":"review","venue":"Molecular Aspects of Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Asthma; COPD; Medicine; Airway; Pathophysiology of asthma; Eosinophilic; Disease; Phenotype; Immunology; Bioinformatics; Intensive care medicine; Pathology; Internal medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002804927,0.0009408288,0.004424337,0.0006342641,0.00008294325,0.00001803065,0.0003026219,0.0006273311,0.0002313201],"category_scores_gemma":[0.0005153497,0.0006837006,0.0008077216,0.0007787761,0.0005140528,0.00004952178,0.0002769825,0.0006750815,0.00002495009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001243271,"about_ca_system_score_gemma":0.0009006048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003417299,"about_ca_topic_score_gemma":0.000002196158,"domain_scores_codex":[0.9956241,0.0003845523,0.00120182,0.001062567,0.001265544,0.0004614691],"domain_scores_gemma":[0.9970059,0.00009905949,0.0006062231,0.001225208,0.0003319331,0.0007317097],"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":[0.00005093481,0.0006522092,0.000001439807,0.06275804,0.001820278,0.04918741,0.0002446706,0.000001297623,0.025976,0.04850158,0.001341348,0.8094648],"study_design_scores_gemma":[0.002276551,0.001461264,0.00000342605,0.04935852,0.004457817,0.0006584472,0.0002429072,0.000008322798,0.007334291,0.002014894,0.9314865,0.0006970643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000304333,0.9901281,0.00423327,0.0003877039,0.0003160633,0.001227288,0.000009672922,0.00007542152,0.003318124],"genre_scores_gemma":[0.006209609,0.9910058,0.0007228291,0.0009643622,0.0002804234,0.0000622908,0.0004001716,0.000205303,0.0001492045],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9301451,"threshold_uncertainty_score":0.9995614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01218400260780713,"score_gpt":0.285858847112377,"score_spread":0.2736748445045699,"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."}}