{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017853,0.0001907972,0.000371839,0.0001947548,0.00004789521,0.00000614023,0.00009076318,0.0004297217,0.0001559739],"category_scores_gemma":[0.0002408168,0.0001486293,0.00005947906,0.0001553698,0.000493076,0.0001402297,0.0001242446,0.0006623788,0.0002441272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003112013,"about_ca_system_score_gemma":0.00005286585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002009073,"about_ca_topic_score_gemma":0.000002612676,"domain_scores_codex":[0.9986381,0.00006667435,0.0003240049,0.0004041425,0.0001295649,0.0004375085],"domain_scores_gemma":[0.9994456,0.00007034303,0.00005864959,0.0001956761,0.00003710736,0.0001926814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001374595,0.00009819097,0.809417,0.0001017465,0.00001571095,0.004709166,0.001242547,0.000002093032,0.051936,0.000973194,0.006441753,0.1249251],"study_design_scores_gemma":[0.001722509,0.0004610714,0.9878423,0.00007859758,0.00002197679,0.004096807,0.000618384,0.0001313848,0.001428933,0.00155806,0.001819083,0.0002209359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960369,0.001523599,0.00003662252,0.0008757364,0.0001427905,0.0003867074,0.00001132704,0.00006577301,0.0009205271],"genre_scores_gemma":[0.9960676,0.0001529031,0.0006065995,0.002727685,0.0001066045,0.00006038791,0.00003036651,0.00001982608,0.0002279907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1784252,"threshold_uncertainty_score":0.6060929,"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."}}