{"id":"W4256332741","doi":"10.1148/cases.20202067","title":"Pulmonary arteriovenous malformation","year":2020,"lang":"eo","type":"standard","venue":"","topic":"Vascular Anomalies and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Arteriovenous malformation; 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":[0.0008223903,0.0001650733,0.0001229858,0.001128932,0.00040604,0.0007187874,0.0003015622,0.0003714713,0.01806944],"category_scores_gemma":[0.00496145,0.00003991672,0.0001355947,0.001114446,0.0004116324,0.0004948756,0.0005782433,0.00129163,0.003863754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252378,"about_ca_system_score_gemma":0.003623673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00243091,"about_ca_topic_score_gemma":0.004064247,"domain_scores_codex":[0.9995154,0.0001197489,0.0000507979,0.00003783644,0.0002324665,0.00004375145],"domain_scores_gemma":[0.9979091,0.0006151936,0.0002478604,0.0001009189,0.000555138,0.0005716998],"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":[0.00009941971,0.0001560665,0.0087027,0.0002781997,0.00001263865,0.0006532804,0.00005577728,0.0005090714,0.0003487284,0.0603856,0.1339252,0.7948733],"study_design_scores_gemma":[0.00004588065,0.0001084098,0.02294732,0.001037178,0.00003108984,0.007978277,0.0001602545,0.00093961,0.0006896233,0.0504196,0.915624,0.00001886266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02877933,0.04857089,0.01141359,0.03115308,0.00502087,0.0002023687,0.003132012,0.0004962671,0.8712316],"genre_scores_gemma":[0.5294906,0.09720495,0.0387234,0.02148592,0.009425278,0.0006149541,0.01315023,0.0003618304,0.2895429],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01806944,"threshold_uncertainty_score":0.06044835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01494565032173089,"score_gpt":0.2437818020148338,"score_spread":0.2288361516931029,"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."}}