{"id":"W2972223372","doi":"10.1111/all.14038","title":"New paradigm in asthma management: Switching between biologics!","year":2019,"lang":"en","type":"article","venue":"Allergy","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Asthma; Medicine; Intensive care medicine; Asthma management; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006463221,0.0001103286,0.0002111941,0.0001085822,0.00002012462,0.00000916828,0.00009443383,0.0000682777,0.0005033059],"category_scores_gemma":[0.000006656557,0.00008532825,0.00006732612,0.0001375144,0.000009206667,0.00004929605,0.00005591497,0.0001031026,0.00045318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002616908,"about_ca_system_score_gemma":0.00003831904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005969743,"about_ca_topic_score_gemma":0.00001475234,"domain_scores_codex":[0.9992324,0.00002359094,0.0001717275,0.0002283155,0.0001196579,0.000224326],"domain_scores_gemma":[0.999552,0.00002643963,0.00003809876,0.0002360705,0.000005854908,0.0001415767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001554374,0.0001177707,0.6273208,0.0001084362,0.0002207288,0.0003376099,0.0001640752,0.00006485001,0.0004906916,0.007650892,0.003846019,0.3595226],"study_design_scores_gemma":[0.001270288,0.000157091,0.660382,0.00008707631,0.000009154176,0.000003378913,0.00007526126,0.00002170405,0.00006018057,0.0006838237,0.3371389,0.0001111821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683957,0.0007835526,0.0003094581,0.0006245185,0.0001240042,0.0002584273,0.00000171837,0.00006237436,0.0294403],"genre_scores_gemma":[0.9956068,0.00007518694,0.000376628,0.0006951485,0.000199899,0.000004656056,0.00002265083,0.00001445529,0.00300461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3594115,"threshold_uncertainty_score":0.5824863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01233897792379908,"score_gpt":0.258185023709548,"score_spread":0.245846045785749,"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."}}