{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003602514,0.0003234861,0.000162912,0.001324395,0.0004055322,0.0003886227,0.0002505881,0.0004381082,0.002829382],"category_scores_gemma":[0.0002808612,0.0003512669,0.0002218365,0.0003345525,0.0006599966,0.0004104481,0.000454181,0.0005511803,0.0009833106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002653317,"about_ca_system_score_gemma":0.0002283061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001074888,"about_ca_topic_score_gemma":0.001402273,"domain_scores_codex":[0.9998134,0.00002635241,0.00002091813,0.00003374545,0.00006115921,0.00004446526],"domain_scores_gemma":[0.9998361,0.00003398508,0.00002632377,0.00003801077,0.00002953492,0.00003600412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001306535,0.0001761306,0.1063927,0.0006403105,0.0001258364,0.03420186,0.0007460259,0.0009157402,0.7988086,0.01010772,0.002599014,0.04397962],"study_design_scores_gemma":[0.00006638387,0.0006908715,0.7363586,0.000158424,0.000164333,0.08717959,0.0007923797,0.002303173,0.1261988,0.006509021,0.03953706,0.00004135385],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8989461,0.0149974,0.01222823,0.0009025788,0.000216077,0.0003112598,0.001864442,0.0006087107,0.06992529],"genre_scores_gemma":[0.9775788,0.003463067,0.007780358,0.0002623309,0.0001151243,0.00005391596,0.0006766625,0.00003937544,0.01003024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002829382,"threshold_uncertainty_score":0.009465218,"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."}}