{"id":"W4403646122","doi":"10.1002/ppul.27354","title":"Pulmonary arteriovenous malformation in children","year":2024,"lang":"en","type":"review","venue":"Pediatric Pulmonology","topic":"Vascular Anomalies and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; Public Health Ontario","funders":"","keywords":"Medicine; Asymptomatic; Embolization; Hypoxemia; Telangiectasia; Arteriovenous malformation; Stroke (engine); Radiology; Surgery; Cardiology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001150694,0.0004269312,0.00159857,0.0009086389,0.00003092148,0.00002025848,0.0001429853,0.0005801905,0.00007445591],"category_scores_gemma":[0.00001783707,0.0003186084,0.0006226108,0.0006381271,0.00002465046,0.00006005284,0.0001148678,0.0005741604,0.002185972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002587174,"about_ca_system_score_gemma":0.0002812767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005964173,"about_ca_topic_score_gemma":0.000002506715,"domain_scores_codex":[0.9981875,0.00007498474,0.0006743632,0.0004955482,0.0001415059,0.0004261066],"domain_scores_gemma":[0.9992706,0.00002377992,0.0001697314,0.0004244465,0.00001648669,0.00009492331],"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":[0.000008790811,0.0003043544,0.007045561,0.009958432,0.0004352341,0.001438984,0.00002117996,1.337581e-7,1.177846e-8,0.00005154675,0.0002673644,0.9804684],"study_design_scores_gemma":[0.0006647823,0.0003481412,0.00864842,0.001805411,0.01524621,0.02967619,0.000007522474,0.00002179726,3.289516e-8,0.0001856554,0.9427956,0.0006001778],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000989768,0.9951807,0.000003015543,0.00005016326,0.0003543512,0.001168976,0.00005216203,0.00009955613,0.002101314],"genre_scores_gemma":[0.0008154353,0.9963039,0.00005681151,0.00003693024,0.0007409554,0.0002396394,0.00110457,0.00007313629,0.0006286941],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9798682,"threshold_uncertainty_score":0.9999266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01919140019968563,"score_gpt":0.3095393177290385,"score_spread":0.2903479175293529,"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."}}