{"id":"W3207200599","doi":"10.1111/resp.14174","title":"Global Initiative for Asthma Strategy 2021","year":2021,"lang":"en","type":"article","venue":"Respirology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; University of British Columbia","funders":"","keywords":"Formoterol; Medicine; Asthma; Exacerbation; Asthma exacerbations; Intensive care medicine; Azithromycin; Formoterol Fumarate; Pediatrics; Budesonide; Internal medicine","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":[0.01014229,0.002111823,0.002295157,0.002307123,0.001186139,0.005551828,0.004440552,0.009757578,0.1117823],"category_scores_gemma":[0.01212784,0.0007013274,0.002205818,0.002914698,0.0006629454,0.003303223,0.004459423,0.01022752,0.1031368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005944297,"about_ca_system_score_gemma":0.02548338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02966342,"about_ca_topic_score_gemma":0.01985634,"domain_scores_codex":[0.9921911,0.002141713,0.0004595493,0.0006392003,0.003132001,0.001436463],"domain_scores_gemma":[0.9928886,0.0009536052,0.0005575017,0.0002322486,0.003108791,0.002259298],"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":[0.00009536414,0.00005313912,0.000285743,0.0005699503,0.00002874226,0.00003585017,0.00003244685,0.00007156633,0.00009213079,0.005329288,0.9565354,0.03687034],"study_design_scores_gemma":[0.0001413953,0.00004823325,0.001331735,0.0008699197,0.00001732064,0.00004412978,0.0000384406,0.00005999041,0.00003184809,0.00133454,0.9960719,0.00001047682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0009647287,0.04507658,0.002989602,0.324591,0.0323083,0.002339593,0.1636874,0.003444161,0.4245985],"genre_scores_gemma":[0.01478453,0.03358604,0.01496433,0.3666409,0.0104346,0.009782407,0.2274031,0.001770778,0.3206333],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1117823,"threshold_uncertainty_score":0.3739492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03059682288867737,"score_gpt":0.3333982685017722,"score_spread":0.3028014456130948,"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."}}