{"id":"W2147430207","doi":"10.1378/chest.11-1962","title":"Angiogenesis in Pulmonary Fibrosis","year":2012,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Angiogenesis; Idiopathic pulmonary fibrosis; Medicine; Pathogenesis; Fibrosis; Pulmonary hypertension; Pathology; Vascular remodelling in the embryo; Pulmonary fibrosis; Neovascularization; Lung; Cancer research; Cardiology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004155625,0.0004957651,0.001837527,0.0005465111,0.0001060959,0.00005786788,0.0002565393,0.0004779723,0.0006556748],"category_scores_gemma":[0.00004236579,0.0003749136,0.001679919,0.0004280118,0.00007144147,0.0001791216,0.000090965,0.0009571584,0.0003074492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005316095,"about_ca_system_score_gemma":0.0006044505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009839539,"about_ca_topic_score_gemma":6.599956e-7,"domain_scores_codex":[0.9976281,0.0001515539,0.0009076975,0.0003135564,0.0003644936,0.0006346033],"domain_scores_gemma":[0.9985031,0.00007022742,0.0003758827,0.0003608866,0.00007619305,0.0006137185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002042741,0.000365913,0.0002772989,0.02916918,0.0001830911,0.001510158,0.00002436608,8.827125e-8,0.000006237463,0.00001524477,0.0007648102,0.9674793],"study_design_scores_gemma":[0.0001778756,0.0003071033,0.0004251109,0.03261272,0.002843749,0.01002519,0.00002111605,0.000002463153,7.112932e-7,0.00001212728,0.9532267,0.0003451471],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002530996,0.9957727,0.00001206822,0.00007012416,0.0007544773,0.0003756339,0.00005682866,0.00002735585,0.002905479],"genre_scores_gemma":[0.0004124822,0.9946221,0.0003182334,0.0000631556,0.003428649,0.00004150615,0.0001207375,0.0001072545,0.0008859444],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9671342,"threshold_uncertainty_score":0.9998703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0624559766316967,"score_gpt":0.3330225220072535,"score_spread":0.2705665453755568,"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."}}