{"id":"W3042487759","doi":"10.2147/por.s251120","title":"<p>The CHRONICLE Study of US Adults with Subspecialist-Treated Severe Asthma: Objectives, Design, and Initial Results</p>","year":2020,"lang":"en","type":"article","venue":"Pragmatic and Observational Research","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; National Institutes of Health; Baxalta; AstraZeneca; CSL Behring; Genentech; Grifols; Valeant Pharmaceuticals International; Sanofi; Mylan; GlaxoSmithKline; Regeneron Pharmaceuticals; Teva Pharmaceutical Industries; Horizon Pharma; Pfizer","keywords":"Pulmonologist; Medicine; Asthma; Exacerbation; Cohort; Pediatrics; Internal medicine; Family medicine; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.000973825,0.000171139,0.0003290428,0.00008885423,0.0003526222,0.00005292545,0.0001308639,0.00006887545,0.00006919948],"category_scores_gemma":[0.001551031,0.0001061088,0.00003153908,0.0006386631,0.0004220981,0.0001636503,0.0001258801,0.0002810188,0.000008032625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005304518,"about_ca_system_score_gemma":0.0005808353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007199487,"about_ca_topic_score_gemma":0.0001281256,"domain_scores_codex":[0.9971257,0.0005895723,0.0004129114,0.0003983856,0.001179476,0.0002939518],"domain_scores_gemma":[0.9974075,0.001195014,0.0001210045,0.000228709,0.0007678602,0.0002799213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1233725,0.01005459,0.679163,0.00535755,0.00225911,0.001550814,0.06221315,0.001663172,0.0144018,0.01061502,0.02780413,0.06154508],"study_design_scores_gemma":[0.008772933,0.005184231,0.9715041,0.0002737307,0.00007437058,0.00002814058,0.003007675,0.00549439,0.0002411267,0.0001102595,0.005142844,0.0001661917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939586,0.001026715,0.0001134122,0.0024283,0.00001111568,0.001662558,0.00005666117,0.00002494966,0.0007176875],"genre_scores_gemma":[0.9987063,0.00007766082,0.0003952803,0.0002625241,0.0002066362,0.0001028784,0.00005771511,0.00002239627,0.0001686546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2923411,"threshold_uncertainty_score":0.4326993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08460424390656908,"score_gpt":0.3457514705845573,"score_spread":0.2611472266779882,"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."}}