{"id":"W2166722793","doi":"10.1067/mai.2003.147","title":"Gross pathology and histopathology of asthma","year":2003,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Histopathology; Pathology; Medicine; Hyperplasia; Asthma; Fibrosis; Muscle hypertrophy; Immunology; Internal medicine","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":[0.001469586,0.0001013058,0.0006558586,0.0001328217,0.00005247253,0.000003611307,0.00008460057,0.0004513149,0.0001594575],"category_scores_gemma":[0.001091472,0.00007440562,0.0001460099,0.00008442273,0.001025718,0.00005424877,0.0000484533,0.0009352331,0.000004539011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001160098,"about_ca_system_score_gemma":0.0001650601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001844427,"about_ca_topic_score_gemma":0.000004151859,"domain_scores_codex":[0.997951,0.0006245688,0.0009440805,0.0001623586,0.0001114831,0.000206509],"domain_scores_gemma":[0.9986318,0.000427296,0.0003906866,0.0001690014,0.000254014,0.0001272059],"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":[0.02675785,0.006638454,0.3076439,0.0002478055,0.008319169,0.02889713,0.00170873,0.00001215336,0.1632772,0.1210522,0.002942056,0.3325033],"study_design_scores_gemma":[0.01055904,0.02014946,0.7890615,0.0001285253,0.000171816,0.0315457,0.0006672134,0.000008827502,0.001622181,0.004915751,0.1409765,0.000193421],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809229,0.01587997,0.0001158558,0.0007936138,0.0004275659,0.00005125514,5.803008e-7,0.000003603544,0.001804629],"genre_scores_gemma":[0.98133,0.01722857,0.0004639335,0.0004222253,0.00008012651,8.898735e-7,4.689722e-7,0.000009696268,0.0004640615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4814177,"threshold_uncertainty_score":0.4063174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03688431153618177,"score_gpt":0.3584084339163321,"score_spread":0.3215241223801503,"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."}}