{"id":"W2010226122","doi":"10.1378/chest.132.4_meetingabstracts.625","title":"IDIOPATHIC PULMONARY ARTERIOVENOUS MALFORMATIONS: CLINICAL AND IMAGING CHARACTERISTICS","year":2007,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Vascular Anomalies and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Telangiectasia; Brain abscess; Presentation (obstetrics); Stroke (engine); Radiology; 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":[0.0007834249,0.00009130609,0.0002163625,0.00006445293,0.0001621429,0.00004974524,0.00003448661,0.00004820865,0.0000293965],"category_scores_gemma":[0.00007014102,0.00007160111,0.0001139245,0.0000456888,0.00007655449,0.0001229124,0.00002186843,0.0003015781,0.0000321892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003024873,"about_ca_system_score_gemma":0.00005197356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001477695,"about_ca_topic_score_gemma":4.004768e-7,"domain_scores_codex":[0.9991148,0.00002055787,0.0004312557,0.00009343444,0.0001386322,0.0002013556],"domain_scores_gemma":[0.9994414,0.0000207521,0.0001201839,0.0001133331,0.00006798257,0.0002363044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000863192,0.0002321241,0.8124155,0.00006280989,0.0000833854,0.002707708,0.0001643103,3.400434e-8,0.0001957926,0.00003045658,0.00003601022,0.1839855],"study_design_scores_gemma":[0.0009272794,0.0001208262,0.9647669,0.0001437521,0.0001274215,0.02636876,0.0001890915,0.0001284033,0.00003497541,0.00009649053,0.007025482,0.00007057442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927374,0.002258426,0.002414142,0.0006505059,0.0003107723,0.00008562154,0.000002058079,0.00001859294,0.001522556],"genre_scores_gemma":[0.9966702,0.0009409784,0.001186765,0.0004206224,0.0006616691,8.114922e-7,0.000007210671,0.00001269107,0.00009901812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.183915,"threshold_uncertainty_score":0.2919808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02144225219009685,"score_gpt":0.3074038228909839,"score_spread":0.285961570700887,"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."}}