{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006003735,0.0003775963,0.0002241948,0.0009266678,0.0004542845,0.000363791,0.0002277276,0.0004721606,0.002148583],"category_scores_gemma":[0.003021327,0.0003303338,0.0001453623,0.0004228002,0.001153071,0.0007246697,0.0007088205,0.0003189064,0.0004173695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001796621,"about_ca_system_score_gemma":0.0001490015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006137102,"about_ca_topic_score_gemma":0.0006755753,"domain_scores_codex":[0.9996599,0.00008165211,0.00005858845,0.00006596933,0.00006855814,0.00006529067],"domain_scores_gemma":[0.9984356,0.0004550299,0.0006537258,0.000143481,0.00008809531,0.0002242002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005256403,0.00007930592,0.8914718,0.0001969889,0.00003851565,0.07567998,0.001031233,0.0001898517,0.01679494,0.0002084735,0.000144081,0.01363918],"study_design_scores_gemma":[0.00004451164,0.0007057557,0.5367871,0.00004969944,0.00004234078,0.4569623,0.0008140155,0.0003830102,0.00333764,0.0002585047,0.000598942,0.00001619857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972894,0.001369026,0.0004774951,0.00002727693,0.000005052249,0.0000159307,0.0000132288,0.00001174542,0.0007908461],"genre_scores_gemma":[0.9995209,0.0001687245,0.0002088505,0.00001207979,0.00001461361,0.000004198162,0.00001607636,0.00000150399,0.00005306476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002148583,"threshold_uncertainty_score":0.007187665,"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."}}