{"id":"W2164627117","doi":"10.5858/2000-124-0717-pviisp","title":"Pulmonary vasculopathy in idiopathic spontaneous pneumothorax in young subjects.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Fibrosis; Pulmonary artery; Pneumothorax; Lung; Pulmonary fibrosis; Muscle hypertrophy; Pulmonary hypertension; Pathology; Cardiology; Idiopathic pulmonary fibrosis; Internal medicine; Radiology","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":[0.0004912814,0.0002859124,0.0002646804,0.0009866031,0.0004867103,0.0003229309,0.000162379,0.0005941095,0.001533808],"category_scores_gemma":[0.002854412,0.0002087181,0.0001807249,0.0004323163,0.000591502,0.0003938661,0.0003251546,0.0003203349,0.0002381224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001461905,"about_ca_system_score_gemma":0.0002481295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008478505,"about_ca_topic_score_gemma":0.001234121,"domain_scores_codex":[0.9997066,0.0000695379,0.00003802463,0.00005095819,0.0000682376,0.00006664867],"domain_scores_gemma":[0.9986028,0.0005095185,0.0004756227,0.0000543438,0.00009722028,0.0002605481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005605247,0.00002438646,0.9749239,0.00003211568,0.00001010115,0.020966,0.0002270669,0.00002054508,0.0009814904,0.0000251785,0.00008933273,0.002643803],"study_design_scores_gemma":[0.000009097067,0.0003234076,0.8277129,0.00003238539,0.00002372188,0.1704043,0.0004944417,0.0001487662,0.0004995943,0.00006027679,0.0002868668,0.00000427719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983473,0.000732586,0.0001866371,0.00004896515,0.00001099982,0.00001129655,0.00003105841,0.000008554847,0.000622728],"genre_scores_gemma":[0.9996344,0.0001470487,0.00007307407,0.00002708239,0.00002351958,0.000003453653,0.00003136499,0.000001088591,0.00005913178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001533808,"threshold_uncertainty_score":0.005131066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331441003505726,"score_gpt":0.2139970522992822,"score_spread":0.2006826422642249,"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."}}