{"id":"W2147379905","doi":"10.1183/09031936.00075110","title":"Idiopathic pulmonary arteriovenous malformations: clinical and imaging characteristics","year":2010,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Vascular Anomalies and Treatments","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Radiology; Telangiectasia; Stroke (engine); Brain abscess; Abscess; Surgery","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":[0.001269115,0.000130431,0.0002295937,0.00008629682,0.0002711816,0.0001138521,0.00007782209,0.00003333209,0.00008189692],"category_scores_gemma":[0.0001416962,0.0001029318,0.0001419861,0.00004601027,0.0001307538,0.0001658642,0.00005554395,0.0007633148,0.0001822335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001032489,"about_ca_system_score_gemma":0.00007198266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.826272e-7,"about_ca_topic_score_gemma":3.175732e-7,"domain_scores_codex":[0.9987274,0.0002054921,0.0005392859,0.0001559407,0.0001758249,0.0001960804],"domain_scores_gemma":[0.9991523,0.00001489508,0.0001812704,0.0002462608,0.00009639557,0.0003088985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007929195,0.000243524,0.7606241,0.00003036827,0.0000903084,0.006673185,0.0001193677,6.930971e-8,0.003489292,0.00005699233,0.0002272826,0.2283662],"study_design_scores_gemma":[0.001087281,0.00019428,0.909967,0.00009102911,0.00009542259,0.01237725,0.00004785883,0.00005743625,0.00001892533,0.00001838609,0.07594212,0.0001029935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907909,0.0009833585,0.0001178443,0.0002488276,0.0005912374,0.00009766502,0.000004273678,0.00003422738,0.007131655],"genre_scores_gemma":[0.9964785,0.0001642143,0.0003796797,0.001588222,0.001244059,9.029603e-7,0.000003380925,0.00003432251,0.0001066951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2282632,"threshold_uncertainty_score":0.4197438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02236084221442798,"score_gpt":0.2899032692891759,"score_spread":0.267542427074748,"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."}}