{"id":"W2971691185","doi":"10.1159/000502261","title":"Immune-Modulation in Chronic Obstructive Pulmonary Disease: Current Concepts and Future Strategies","year":2019,"lang":"en","type":"review","venue":"Respiration","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Immune system; COPD; Immunology; Pathogenesis; Inflammation; Lung; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004911028,0.0004592356,0.001183694,0.0004035613,0.0004055322,0.00003318218,0.0001724107,0.0005937597,0.0001085048],"category_scores_gemma":[0.0001114672,0.0003718229,0.0001967931,0.0004640481,0.00007252944,0.0004752011,0.00009749059,0.001201204,0.0001983383],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218991,"about_ca_system_score_gemma":0.009307411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000327726,"about_ca_topic_score_gemma":0.00001516981,"domain_scores_codex":[0.9953526,0.001651997,0.00139608,0.0006570534,0.0003398264,0.0006024178],"domain_scores_gemma":[0.9977965,0.0003793099,0.0009161142,0.0004618882,0.000121941,0.000324201],"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":[0.00003099625,0.00002854557,0.0005434913,0.06610633,0.000009572792,0.000007898056,0.00007198676,0.00001088986,4.446087e-7,0.0008444177,0.0001128563,0.9322326],"study_design_scores_gemma":[0.0003266377,0.00003931899,0.03757904,0.006686385,0.0001952302,7.178152e-7,0.0001740638,0.0001129132,7.580152e-9,0.000149582,0.9544013,0.0003348525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009711623,0.9930903,0.00001868653,0.00004270385,0.00135062,0.00371861,0.000217104,0.00007129143,0.0005194778],"genre_scores_gemma":[0.001109529,0.9919495,0.000005539945,0.00005926856,0.005122729,0.0007697406,0.0008253395,0.00005390052,0.0001044258],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9542884,"threshold_uncertainty_score":0.9998734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0890326092689042,"score_gpt":0.4742798922656625,"score_spread":0.3852472829967583,"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."}}