{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01165761,0.001126321,0.001720728,0.001048545,0.001411212,0.005935955,0.002589189,0.005782878,0.01963525],"category_scores_gemma":[0.01308261,0.0004765111,0.001655797,0.00066444,0.004659069,0.01434444,0.003887199,0.01881162,0.007110924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002737145,"about_ca_system_score_gemma":0.003906395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001343635,"about_ca_topic_score_gemma":0.002664463,"domain_scores_codex":[0.9947812,0.001854549,0.0003000511,0.0006786817,0.001791854,0.0005936612],"domain_scores_gemma":[0.9914244,0.004572597,0.0004470628,0.0004148876,0.001543238,0.001597659],"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":[0.0007241647,0.0005628346,0.0009862023,0.002708802,0.0001985313,0.0006769196,0.0007929885,0.0006669766,0.001739956,0.1197547,0.2617687,0.6094193],"study_design_scores_gemma":[0.0001728469,0.000642985,0.000679726,0.002619302,0.0000719419,0.0007310454,0.0007209041,0.0004852654,0.0004666872,0.095031,0.8983044,0.00007392914],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003667489,0.3817897,0.01120883,0.5480968,0.03102727,0.0001018733,0.0002245082,0.0004747098,0.02340894],"genre_scores_gemma":[0.05495785,0.3047541,0.02177274,0.5395761,0.05857729,0.0003968086,0.0004750059,0.0004004024,0.01908967],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01963525,"threshold_uncertainty_score":0.06568646,"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."}}