{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007538735,0.0001200009,0.0002874073,0.00003315774,0.0000664284,0.00000986761,0.0000502494,0.0001528768,0.0009183377],"category_scores_gemma":[0.0002800621,0.0001037889,0.0001545815,0.0001748017,0.0001017727,0.00003491393,0.00003848472,0.00007703635,0.00008314641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004584479,"about_ca_system_score_gemma":0.0006164704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002642302,"about_ca_topic_score_gemma":0.00002990967,"domain_scores_codex":[0.9990057,0.00009538629,0.0001951552,0.0003010733,0.0001070345,0.0002955976],"domain_scores_gemma":[0.9992304,0.00009532943,0.00005217092,0.0002258617,0.000217697,0.0001785421],"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":[0.006550314,0.002426398,0.2018374,0.000606633,0.0009442596,0.008486919,0.000244939,0.0003290249,0.01502581,0.04754952,0.09198095,0.6240178],"study_design_scores_gemma":[0.004145087,0.002292207,0.3163518,0.00003715624,0.0001273175,0.0003972744,0.0004322329,0.000161881,0.001974446,0.003751368,0.6700968,0.0002323747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9467425,0.005634794,0.002669676,0.004425799,0.0003901394,0.0005065651,0.0002335901,0.00006743661,0.03932947],"genre_scores_gemma":[0.9919437,0.00003920863,0.0004518901,0.00559477,0.0006584788,0.00005897809,0.00009671874,0.00001618533,0.00114011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6237855,"threshold_uncertainty_score":0.9999949,"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."}}