{"id":"W2996629887","doi":"10.1080/24745332.2019.1678443","title":"Targeted management of severe asthma: Developing a Canadian approach","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Toronto; University of British Columbia; University Health Network","funders":"","keywords":"Asthma; Asthma management; Medicine; Intensive care medicine; Internal medicine","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":[0.01118636,0.0009988643,0.001203146,0.005430512,0.004600785,0.006124528,0.003695791,0.003947645,0.009325335],"category_scores_gemma":[0.01812267,0.0005845981,0.001814787,0.004654052,0.003193002,0.004222551,0.00621277,0.009027418,0.001549995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06616135,"about_ca_system_score_gemma":0.255521,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9167183,"about_ca_topic_score_gemma":0.9483996,"domain_scores_codex":[0.9921245,0.001528195,0.0007326001,0.0006951565,0.003730114,0.001189468],"domain_scores_gemma":[0.9659326,0.001786228,0.001080255,0.0004109096,0.02336934,0.00742071],"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":[0.0001725899,0.0002507475,0.008595372,0.003907,0.0002229942,0.001836793,0.002590655,0.001106022,0.001063034,0.04736218,0.4016829,0.5312096],"study_design_scores_gemma":[0.0001423535,0.0001389163,0.01159827,0.01268767,0.0002996168,0.001191639,0.002595986,0.001029499,0.0002663462,0.009638409,0.9602789,0.0001323862],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003397942,0.2658111,0.009812295,0.6469869,0.01365147,0.0004107963,0.0006550358,0.0004127527,0.05886172],"genre_scores_gemma":[0.08369602,0.6321882,0.05930904,0.1944123,0.00875743,0.0004462821,0.001423028,0.0003326449,0.01943502],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0832817,"threshold_uncertainty_score":0.4800364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820451969061215,"score_gpt":0.2721262992839322,"score_spread":0.2539217795933201,"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."}}