{"id":"W2112969978","doi":"10.1148/radiol.2471070369","title":"Nonspecific Interstitial Pneumonia and Idiopathic Pulmonary Fibrosis: Changes in Pattern and Distribution of Disease over Time","year":2008,"lang":"en","type":"article","venue":"Radiology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":209,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Idiopathic pulmonary fibrosis; Pulmonary fibrosis; Pneumonia; Interstitial lung disease; Pathology; Distribution (mathematics); Interstitial pneumonia; Pulmonary disease; Usual interstitial pneumonia; Fibrosis; Disease; Lung; 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":[0.0007392696,0.0002770115,0.0003512649,0.0007098449,0.0002454788,0.0003431619,0.0002962555,0.0004833176,0.001094619],"category_scores_gemma":[0.003869382,0.0001480247,0.0001974582,0.0005064771,0.0004451855,0.0007133373,0.0003320435,0.0002676193,0.0003055673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002795297,"about_ca_system_score_gemma":0.0002439314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001098247,"about_ca_topic_score_gemma":0.001408535,"domain_scores_codex":[0.9995742,0.00011357,0.00005721216,0.00008627178,0.00008770837,0.00008104329],"domain_scores_gemma":[0.997147,0.0006236202,0.001488117,0.0001109293,0.0002656227,0.0003646647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001541741,0.00002196022,0.9975166,0.000007861188,0.00001157469,0.0004093707,0.00003194195,0.0000180755,0.0003676091,0.000003480403,0.00002184263,0.00143539],"study_design_scores_gemma":[0.000007646739,0.0002451405,0.9934285,0.000005378331,0.0000178111,0.005803376,0.00009412321,0.0001169418,0.0001484322,0.000007326551,0.0001222803,0.000002920079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993839,0.0002735616,0.0000586328,0.00001253665,0.000002827155,0.000006390589,0.00004991901,0.000001873114,0.0002102176],"genre_scores_gemma":[0.9995984,0.00006671498,0.0001040709,0.000009877636,0.00001106931,0.000006671953,0.0001309058,8.129916e-7,0.00007142151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001098247,"threshold_uncertainty_score":0.003909707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008735157987995314,"score_gpt":0.2239711731354652,"score_spread":0.2152360151474698,"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."}}