{"id":"W4220660384","doi":"10.1177/17085381221084811","title":"Vascular surgical management of profunda femoris artery aneurysms: A single center experience","year":2022,"lang":"en","type":"article","venue":"Vascular","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Radiology; Surgery; Pseudoaneurysm; Thigh; Embolization; Computed tomography angiography; Aneurysm; Angiography","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":[0.0002258498,0.0001644727,0.0003136752,0.0001131681,0.0002039741,0.0000157239,0.0002452448,0.00003564347,0.000781465],"category_scores_gemma":[0.000006326786,0.0001561269,0.0004916114,0.0004626302,0.00006753362,0.00005479497,0.0002897923,0.0001783635,0.00002540735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008658649,"about_ca_system_score_gemma":0.00003482018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001540747,"about_ca_topic_score_gemma":5.840256e-7,"domain_scores_codex":[0.9981074,0.00008498471,0.0003265523,0.0004392667,0.0007455754,0.0002962075],"domain_scores_gemma":[0.9988192,0.00001093973,0.00007765125,0.0008926566,0.00007352112,0.0001260106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002469742,0.09617492,0.4195587,0.01991363,0.0357653,0.02323128,0.04457093,0.008308879,0.07044871,0.07628613,0.05705572,0.146216],"study_design_scores_gemma":[0.009623477,0.001283445,0.041354,0.0002625646,0.001013658,0.005870396,0.006359769,0.001132243,0.003206106,0.000395538,0.9286628,0.0008359394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900574,0.002997786,0.001230593,0.0004478105,0.0001704783,0.0009881573,0.0000135309,0.0001085026,0.003985716],"genre_scores_gemma":[0.9972451,0.0001909221,0.001130377,0.0002114265,0.0000608144,0.0004888769,0.00006395499,0.00003355408,0.0005750129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8716071,"threshold_uncertainty_score":0.8556494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02151413883155204,"score_gpt":0.2586371049044458,"score_spread":0.2371229660728938,"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."}}