{"id":"W7042321234","doi":"","title":"PHYSIOLOGICAL AND MOLECULAR METHODS OF MAST CELL ACTIVITY IN PATIENTS WITH MODERATE TO SEVERE ASTHMA","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Tryptase; Sputum; Eosinophil; Eosinophil cationic protein; Asthma; Mast cell; Immunoglobulin E; Interleukin 5; Cytokine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002333872,0.0002667425,0.0002771766,0.0006880583,0.0002855735,0.0003633718,0.0001794306,0.0004529294,0.002134671],"category_scores_gemma":[0.0008331256,0.0001202468,0.0002364528,0.0003964078,0.0001941206,0.0001713718,0.0002162993,0.0003753688,0.0002871797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000135454,"about_ca_system_score_gemma":0.0001146451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003216125,"about_ca_topic_score_gemma":0.0003966935,"domain_scores_codex":[0.9997799,0.00004804114,0.00003093028,0.00005803335,0.00004882351,0.00003422235],"domain_scores_gemma":[0.9995617,0.0001171511,0.0001621673,0.00002139934,0.00004550762,0.00009199457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006013867,0.00007107061,0.9886771,0.00004600147,0.00002980955,0.0005827144,0.00007443982,0.00003644191,0.006254124,0.0000231847,0.0001342582,0.00346933],"study_design_scores_gemma":[0.000008344418,0.0002583936,0.996849,0.00000583391,0.00001715298,0.002007078,0.00007649091,0.00006790934,0.0004804282,0.00002370602,0.0002034039,0.000002265273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975048,0.00112084,0.0001778275,0.00006126254,0.00001088222,0.0000219857,0.0003050231,0.000009943981,0.0007872885],"genre_scores_gemma":[0.9993128,0.0001226847,0.000128743,0.00002847978,0.00001400221,0.0000126636,0.0002423246,0.000001183651,0.0001371166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002134671,"threshold_uncertainty_score":0.007141232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01185778287862928,"score_gpt":0.2485292351291995,"score_spread":0.2366714522505703,"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."}}