{"id":"W3115384094","doi":"10.1183/13993003.03820-2020","title":"A golden age of asthma research","year":2020,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Asthma; Medicine; Immunology","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":[0.01057868,0.001247102,0.002018431,0.001793613,0.004804326,0.005869655,0.002265702,0.03048453,0.02398685],"category_scores_gemma":[0.03738125,0.000655801,0.00202224,0.0008935516,0.0071488,0.01339094,0.004141472,0.05631489,0.02161197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005129605,"about_ca_system_score_gemma":0.0056384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002907499,"about_ca_topic_score_gemma":0.004648065,"domain_scores_codex":[0.9898391,0.003245206,0.0008323892,0.001091007,0.004049028,0.0009433474],"domain_scores_gemma":[0.9760464,0.01005996,0.0008443134,0.001306583,0.005642639,0.006100173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002795655,0.00003134353,0.00009921664,0.0001019714,0.000009344264,0.0004032105,0.00007100235,0.0000141629,0.0001327607,0.003756579,0.9780279,0.01732444],"study_design_scores_gemma":[0.00004893003,0.00005292409,0.0002971289,0.0006188253,0.00001182026,0.00117753,0.0002528137,0.00006120117,0.00005789836,0.0105941,0.9867997,0.00002713748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00007974491,0.01234343,0.00009981822,0.9510002,0.0341277,0.000005589118,0.00002018314,0.00003327463,0.002290016],"genre_scores_gemma":[0.001551237,0.01287203,0.0003326313,0.8748129,0.1045216,0.00002322014,0.00004525209,0.00003917893,0.005801948],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03048453,"threshold_uncertainty_score":0.080244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09735020905043991,"score_gpt":0.3444963357021064,"score_spread":0.2471461266516665,"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."}}