{"id":"W6979801010","doi":"","title":"Airway smooth muscle phenotype, T helper 1 immunity and associated asthma pathophysiology","year":2024,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Faculty of Medicine, McGill University; McGill University","keywords":"Pathophysiology; Asthma; Immunity; Smooth muscle; Airway; Immune system; Pathophysiology of asthma","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":[0.000283396,0.00009555122,0.0001312319,0.0002089359,0.0002800478,0.0005827516,0.000104152,0.0001831494,0.01536326],"category_scores_gemma":[0.000259799,0.00006782469,0.00006552222,0.000154221,0.0001582342,0.0001159698,0.0002495233,0.0003767849,0.00216696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002089765,"about_ca_system_score_gemma":0.000310232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009303113,"about_ca_topic_score_gemma":0.002508572,"domain_scores_codex":[0.9999529,0.00001080567,0.000001331477,0.000008883815,0.00001448865,0.00001158835],"domain_scores_gemma":[0.9998971,0.00001586624,0.00001138258,0.000001936937,0.00001953379,0.00005419062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001284652,0.0004874961,0.02798998,0.001406612,0.00003756207,0.000505591,0.001429957,0.0002447522,0.05190306,0.008814128,0.3087278,0.5971684],"study_design_scores_gemma":[0.000121829,0.001422617,0.4191945,0.001556306,0.0001176865,0.001259025,0.003019738,0.0004995376,0.008316667,0.007701513,0.5567598,0.00003077629],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3956697,0.3240939,0.001904102,0.054841,0.004744118,0.0001850681,0.001311165,0.000156234,0.2170947],"genre_scores_gemma":[0.4805704,0.1500296,0.001960089,0.002532739,0.003205761,0.0001559372,0.0005829657,0.00004699512,0.3609155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01536326,"threshold_uncertainty_score":0.05139518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081102500102703,"score_gpt":0.2482575248410631,"score_spread":0.2374464998400361,"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."}}