{"id":"W2261389518","doi":"10.1111/his.12950","title":"Confluent fibrosis and fibroblast foci in fibrotic non‐specific interstitial pneumonia","year":2016,"lang":"en","type":"article","venue":"Histopathology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Fibrosis; Interstitial pneumonia; Pathology; Fibroblast; Medicine; Usual interstitial pneumonia; Pulmonary fibrosis; Pneumonia; Lung; Biology; 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":[0.0001367975,0.0002496471,0.0004778956,0.0002518196,0.00007075464,0.00001410886,0.000109712,0.0001853971,0.0003269177],"category_scores_gemma":[0.00005334129,0.000189282,0.000135943,0.0001158514,0.000435642,0.0001189521,0.0001153993,0.000173755,0.0001686381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000279805,"about_ca_system_score_gemma":0.00006497267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004977716,"about_ca_topic_score_gemma":0.0000175709,"domain_scores_codex":[0.9983561,0.00007754053,0.0004170603,0.0005489589,0.0001562257,0.0004441165],"domain_scores_gemma":[0.9991978,0.00008071559,0.00008806957,0.0003440105,0.00006304018,0.0002263716],"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":[0.005610535,0.0002777782,0.01902301,0.0003132071,0.000009743576,0.001770609,0.0005875946,0.000001250578,0.9592628,0.001934549,0.003271397,0.00793748],"study_design_scores_gemma":[0.00673655,0.01053936,0.9164749,0.003461454,0.0001338487,0.002654883,0.0002188865,0.0001359284,0.003172792,0.0007683599,0.05488083,0.0008221824],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914046,0.001178116,0.00090897,0.002498297,0.0004963633,0.0004417662,0.00007219063,0.00007467753,0.002925009],"genre_scores_gemma":[0.9972467,0.0002215485,0.0004053338,0.000434587,0.0002259874,0.00004849144,0.00001387532,0.0000362825,0.00136723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.95609,"threshold_uncertainty_score":0.7718695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007053194945666012,"score_gpt":0.226366733257622,"score_spread":0.219313538311956,"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."}}