{"id":"W2153475138","doi":"10.1183/09031936.00101009","title":"Rapid reduction in hospitalisations after an intervention to manage severe asthma","year":2009,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital","funders":"","keywords":"Asthma; Medicine; Public health; Intervention (counseling); Environmental health; Emergency medicine; Pediatrics; Internal medicine; Nursing","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":[0.0006589461,0.0001837194,0.0002925832,0.0003336937,0.0001782652,0.0002611497,0.0002738806,0.0003489915,0.001077406],"category_scores_gemma":[0.004220623,0.00008137144,0.0003471947,0.0003101796,0.0001303857,0.0002447783,0.0004019045,0.0003523949,0.0001102528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005782083,"about_ca_system_score_gemma":0.0007193033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01115539,"about_ca_topic_score_gemma":0.0147965,"domain_scores_codex":[0.9992719,0.0003038956,0.00005042651,0.00007459104,0.0001261325,0.0001730769],"domain_scores_gemma":[0.9982892,0.0003337368,0.0007720277,0.00008978489,0.0002125296,0.0003027565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002362909,0.001460129,0.7864649,0.0006811457,0.0003930127,0.0008523283,0.001322116,0.0006332771,0.006417145,0.0002406908,0.00385232,0.19532],"study_design_scores_gemma":[0.0000287524,0.0004796351,0.9982133,0.00001992242,0.00002026187,0.00007484046,0.0001072084,0.00008161175,0.0001686022,0.0000169216,0.0007861137,0.000002847259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935682,0.002084588,0.0002103594,0.001232248,0.00003105359,0.00008462222,0.0003370702,0.00004885485,0.002402942],"genre_scores_gemma":[0.9987356,0.000392136,0.0001897708,0.0001409717,0.00003411625,0.00002473053,0.0002446772,0.000002377512,0.000235611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01115539,"threshold_uncertainty_score":0.02218091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01716636528858585,"score_gpt":0.2796063907791754,"score_spread":0.2624400254905895,"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."}}