{"id":"W4367604435","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a1301","title":"Sputum Tryptase in Patients With Moderate to Severe Asthma","year":2023,"lang":"en","type":"article","venue":"","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Asthma; Tryptase; Sputum; Medicine; Computer science; Intensive care medicine; Immunology; Tuberculosis; Mast cell; Pathology","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":[0.0002786434,0.0002948385,0.0006455554,0.0008672399,0.0005391967,0.000706205,0.0002326407,0.0007553592,0.001660097],"category_scores_gemma":[0.002519139,0.0002238095,0.0004044478,0.0006715725,0.0003389216,0.0005336783,0.0005013573,0.0006548795,0.0002009733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000272021,"about_ca_system_score_gemma":0.0002696215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002573474,"about_ca_topic_score_gemma":0.00422539,"domain_scores_codex":[0.9996722,0.00007391251,0.00005238449,0.00004580355,0.00006993306,0.00008574573],"domain_scores_gemma":[0.9990193,0.0002823621,0.0002851496,0.00002621862,0.00006497474,0.000322042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004309469,0.00004004702,0.9966702,0.00001608297,0.00002790778,0.001059094,0.00006262523,0.00001990857,0.0002609606,0.00001637728,0.0001026354,0.001293325],"study_design_scores_gemma":[0.00001125148,0.0001548682,0.9973837,0.000007622502,0.00002237726,0.001969407,0.000210577,0.00008425944,0.00003462006,0.00002325908,0.00009479508,0.000003380259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970548,0.001147892,0.00003616293,0.0001458079,0.00002692118,0.000006915547,0.0001267618,0.000004722028,0.001450011],"genre_scores_gemma":[0.9995081,0.0001626113,0.0000161529,0.0000478701,0.00003040134,0.000002229041,0.0001168033,6.566189e-7,0.0001150993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002573474,"threshold_uncertainty_score":0.005553603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008735258813386076,"score_gpt":0.2426461245633124,"score_spread":0.2339108657499263,"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."}}