{"id":"W2809973593","doi":"10.23907/2013.047","title":"Pathologic Findings in Fatal and Nonfatal Asthma","year":2013,"lang":"en","type":"article","venue":"Academic Forensic Pathology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Asthma; Medicine; Basement membrane; Pathology; Airway; Population; Hyperplasia; Respiratory epithelium; Immunology; Epithelium; Surgery","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":[0.0007356752,0.0004269101,0.000229222,0.002662527,0.0008485249,0.000635875,0.0003994585,0.0007210394,0.003347477],"category_scores_gemma":[0.001850609,0.0003536304,0.000244404,0.0005972306,0.0009733044,0.0005628392,0.0006885966,0.0003921872,0.00121029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002898313,"about_ca_system_score_gemma":0.0002984898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009186727,"about_ca_topic_score_gemma":0.00113675,"domain_scores_codex":[0.9995909,0.00007586825,0.00004631784,0.00004592882,0.0001272852,0.0001136102],"domain_scores_gemma":[0.9991822,0.0001475199,0.0002280968,0.00008566399,0.0001469806,0.0002095395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007901676,0.0001500198,0.4817681,0.0003706429,0.00005427248,0.4257694,0.0009056475,0.0003441874,0.05771951,0.002111178,0.002198862,0.02781798],"study_design_scores_gemma":[0.0000286051,0.00031408,0.3843426,0.0002164088,0.00008631034,0.5784345,0.001806057,0.0009510146,0.01839319,0.001504564,0.01389267,0.00003002578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9419538,0.0150722,0.002814708,0.0006973549,0.0002668539,0.0001226612,0.0003987785,0.0002864096,0.03838738],"genre_scores_gemma":[0.9925517,0.003874589,0.001371639,0.0001485252,0.0001445785,0.00001326345,0.0002134661,0.00001597977,0.001666221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003347477,"threshold_uncertainty_score":0.01119846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318847226268862,"score_gpt":0.2673938331114422,"score_spread":0.2542053608487536,"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."}}