{"id":"W4392364831","doi":"10.1111/cge.14515","title":"Cerebral dural arteriovenous fistulas in patients with <scp> <i>PTEN</i> </scp> ‐related hamartoma tumor syndrome","year":2024,"lang":"en","type":"article","venue":"Clinical Genetics","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"PTEN; Medicine; Hamartoma; Arteriovenous fistula; Magnetic resonance imaging; Radiology; Cowden syndrome; Arteriovenous malformation; Pathology","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":[0.0002091018,0.0002193847,0.0004674763,0.0001145449,0.00004865956,0.00006334507,0.00009253746,0.0001189523,0.00007237634],"category_scores_gemma":[0.0001375214,0.0001601224,0.0002313119,0.0002748524,0.0001192451,0.00006527228,0.00005930252,0.0003438576,0.0004616161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008031466,"about_ca_system_score_gemma":0.0001268712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006759284,"about_ca_topic_score_gemma":0.00001338555,"domain_scores_codex":[0.9981086,0.00007022083,0.0007719111,0.0003847895,0.0003242794,0.000340252],"domain_scores_gemma":[0.9989628,0.0002370909,0.00007858652,0.0004168476,0.00008038279,0.0002243246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002413594,0.001857553,0.9885421,0.0001054122,0.0003719779,0.001114672,0.0002075004,0.00005174824,8.176004e-7,0.00005834904,0.002160536,0.005505132],"study_design_scores_gemma":[0.004208643,0.002511566,0.9814579,0.0003370424,0.0003072968,0.0002363223,0.000038341,0.001837708,0.00001906744,0.000118351,0.008842533,0.00008524383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965461,0.001006707,0.00001921028,0.0003665767,0.0004256211,0.0006788303,0.00003283949,0.0001018838,0.0008222491],"genre_scores_gemma":[0.9974334,0.00008718879,0.001085852,0.0007337247,0.00004485107,0.00004648981,0.0001688177,0.00004395158,0.0003557431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00708428,"threshold_uncertainty_score":0.6529601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01245900745808846,"score_gpt":0.2713842912942974,"score_spread":0.2589252838362089,"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."}}