{"id":"W1966603556","doi":"10.1097/01.paf.0000176283.19127.0e","title":"Unusual Sudden Death","year":2005,"lang":"en","type":"article","venue":"American Journal of Forensic Medicine & Pathology","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Varicose veins; Complication; Perforation; Surgery; Sudden death; Radiology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003352464,0.0002096175,0.0009865048,0.0003147542,0.0000488864,0.000004482031,0.0001239487,0.00004332973,0.0003701276],"category_scores_gemma":[0.0003414843,0.0001345936,0.0002104232,0.000222738,0.0007820569,0.00007830353,0.00002224726,0.0002367629,0.00004231723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000893229,"about_ca_system_score_gemma":0.0001995653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003181617,"about_ca_topic_score_gemma":0.000009287408,"domain_scores_codex":[0.9983071,0.00009137439,0.0006400484,0.0001920698,0.0004288255,0.0003405822],"domain_scores_gemma":[0.9982232,0.0002170713,0.0005754186,0.0002530031,0.0003006435,0.0004306289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008521526,0.002869895,0.1302095,0.00002243038,0.0004543922,0.00622135,0.0009679557,0.00000991053,0.0005990654,0.001441797,0.0241617,0.8321898],"study_design_scores_gemma":[0.01759353,0.140297,0.704277,0.001239508,0.004270265,0.05544073,0.004960213,0.00003866971,0.00272548,0.001263717,0.06731939,0.0005745355],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974104,0.00254603,0.0001680016,0.0176345,0.0002807869,0.0001219919,0.000004038094,0.00002325212,0.005117331],"genre_scores_gemma":[0.9877463,0.0006668248,0.004393966,0.005355123,0.001607639,0.000004158756,0.00001046833,0.00002630126,0.0001892328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8316153,"threshold_uncertainty_score":0.5488569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01918881910634166,"score_gpt":0.3142929020327895,"score_spread":0.2951040829264479,"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."}}