{"id":"W4403054793","doi":"10.58931/cait.2021.117","title":"Asthma Management: A Review of GINA Recommendations from 2019","year":2021,"lang":"en","type":"review","venue":"Canadian allergy & immunology today.","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Asthma management; Asthma; 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":[0.009378466,0.001384284,0.002154463,0.008194771,0.0009601182,0.003048397,0.003491455,0.003174735,0.01055513],"category_scores_gemma":[0.01848955,0.0008241833,0.002713967,0.00855577,0.0008791961,0.002973671,0.002731407,0.005822416,0.007183993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007304064,"about_ca_system_score_gemma":0.01775271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02890052,"about_ca_topic_score_gemma":0.04755078,"domain_scores_codex":[0.995349,0.0009558889,0.001191212,0.0003059558,0.001908798,0.0002892692],"domain_scores_gemma":[0.990912,0.002575036,0.001213196,0.0001588939,0.004508655,0.0006322513],"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":[0.00007016766,0.00008278833,0.0006399687,0.02000262,0.00009957572,0.0001075611,0.0001931139,0.0003132811,0.0001573924,0.004133696,0.4758416,0.4983583],"study_design_scores_gemma":[0.00002230066,0.00003350856,0.001464189,0.05029312,0.0001181073,0.0001513466,0.00009387507,0.00005880621,0.00004371607,0.000841849,0.9468609,0.00001828445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001754496,0.9486634,0.0006040974,0.03292817,0.006853163,0.0002126345,0.001080614,0.000078847,0.009403681],"genre_scores_gemma":[0.001137406,0.969485,0.003120288,0.01834307,0.002665171,0.0002643105,0.001943461,0.00004910501,0.002992142],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02890052,"threshold_uncertainty_score":0.05746454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053561084047997,"score_gpt":0.3016803343799074,"score_spread":0.2811447235394275,"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."}}