{"id":"W4367599485","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a3021","title":"Associations Between Asthma Control, Adherence and Short-Acting Beta <sub>2</sub> -Agonist (SABA) Use in Patients With Uncontrolled Asthma Using a Maintenance and Reliever Digital System (MRDS)","year":2023,"lang":"en","type":"article","venue":"","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Teva Pharmaceuticals (Canada)","funders":"","keywords":"Asthma; BETA (programming language); Medicine; Agonist; Computer science; Immunology; Internal medicine; Receptor","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":[0.0006339707,0.0002610798,0.000478591,0.0007094577,0.0004937054,0.0008753167,0.0003375827,0.0007811561,0.002398502],"category_scores_gemma":[0.002565751,0.0002874021,0.001084374,0.001042661,0.0002400729,0.0005042987,0.0004457847,0.001387153,0.0002177461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003210773,"about_ca_system_score_gemma":0.0003284214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0121305,"about_ca_topic_score_gemma":0.01521351,"domain_scores_codex":[0.9994148,0.0001345406,0.0001179457,0.0001046878,0.0001195335,0.0001085143],"domain_scores_gemma":[0.9981136,0.0005610877,0.000767075,0.0001035276,0.0001215382,0.0003332395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001918517,0.0001164139,0.9984426,0.00000838619,0.0001641629,0.00003083655,0.00003202705,0.0000249429,0.0000644735,0.000009708197,0.00004967665,0.0008650301],"study_design_scores_gemma":[0.00001201473,0.0001240971,0.9994007,0.000003594585,0.00005614631,0.00005973563,0.00007523502,0.0001782329,0.00001263106,0.00001065666,0.00006412935,0.000002855238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987524,0.000347712,0.00002975631,0.00007745032,0.00001417497,0.000005257698,0.0002521996,0.000002850884,0.000518234],"genre_scores_gemma":[0.9992499,0.0001103762,0.00004797288,0.00005869593,0.00002534201,0.000006246918,0.0002558052,0.000001123666,0.0002445729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0121305,"threshold_uncertainty_score":0.02411979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838405989368888,"score_gpt":0.2417687074678624,"score_spread":0.2233846475741736,"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."}}