{"id":"W4386537511","doi":"10.1186/s13223-023-00815-1","title":"PRevalence of the Eosinophilic Phenotype Among SeveRE asthma patients in Lebanon: results of the PREPARE study","year":2023,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"AstraZeneca","keywords":"Eosinophilic; Asthma; Phenotype; Medicine; Pediatrics; Internal medicine; Genetics; Pathology; Biology; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004795454,0.0003463201,0.0002523645,0.0006069303,0.0003030598,0.0004516605,0.0002181241,0.0003056818,0.001190678],"category_scores_gemma":[0.0005163336,0.0001256554,0.0002477076,0.00043636,0.0001733376,0.0002596222,0.0003359029,0.0002642099,0.0001609618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002746122,"about_ca_system_score_gemma":0.0002719284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004231817,"about_ca_topic_score_gemma":0.00631344,"domain_scores_codex":[0.9997428,0.00006638377,0.00002366856,0.00004751062,0.00005420499,0.00006531029],"domain_scores_gemma":[0.9996324,0.00003002872,0.0001645643,0.00001681834,0.00005745619,0.00009879719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007605091,0.00003638478,0.9985899,0.000008732173,0.00001941225,0.0001060081,0.0000782025,0.00001098297,0.000194913,0.000006948795,0.0001042741,0.0007681711],"study_design_scores_gemma":[0.000006717552,0.00006814367,0.9992926,0.000005814356,0.000008315767,0.0001315161,0.0003182952,0.00002423235,0.0000181227,0.000004346813,0.0001204788,0.000001405042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991112,0.0001672548,0.00001744299,0.00004075277,0.000004168497,0.00001074591,0.0003582721,0.000001091921,0.0002890009],"genre_scores_gemma":[0.9993154,0.00008354123,0.0000257257,0.00003430671,0.00001276754,0.00001117571,0.0004011186,7.355436e-7,0.0001152702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004231817,"threshold_uncertainty_score":0.008414328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01761885149885122,"score_gpt":0.2991169328062138,"score_spread":0.2814980813073625,"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."}}