{"id":"W4391837689","doi":"10.1016/j.jaad.2024.02.008","title":"Reticulated livedoid skin patterns after soft-tissue filler–related vascular adverse events","year":2024,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Erasmus Medisch Centrum","keywords":"Medicine; Duplex (building); Ultrasound; Soft tissue; Vascular disease; Adverse effect; Radiology; Anatomy; Surgery; Internal medicine","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":[0.000239504,0.0001556107,0.000670563,0.0003397946,0.00002893907,0.000003658916,0.0002022255,0.0001571227,0.0003756861],"category_scores_gemma":[0.0001779992,0.0001012905,0.000473866,0.0004556649,0.0002829469,0.00009277221,0.00007020137,0.0007335618,0.00002685063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006542754,"about_ca_system_score_gemma":0.0001018624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000150774,"about_ca_topic_score_gemma":5.730075e-7,"domain_scores_codex":[0.9981908,0.000248871,0.0007995065,0.0001446599,0.0004044136,0.0002117847],"domain_scores_gemma":[0.9989576,0.0001341212,0.0005615373,0.0001341623,0.00009053126,0.0001220423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00343888,0.001474871,0.4849043,0.001479526,0.008530391,0.007410077,0.005666076,0.0002583181,0.129761,0.001237007,0.1449657,0.2108738],"study_design_scores_gemma":[0.001918267,0.000549498,0.4688946,0.002853406,0.00104353,0.02508212,0.0005328393,0.00127344,0.1123758,0.001664576,0.3832783,0.0005336536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9591048,0.001226671,0.0004886907,0.03853656,0.0002605015,0.0001772638,0.00001010251,0.00005090149,0.0001445164],"genre_scores_gemma":[0.9954453,0.0007874927,0.0003231268,0.003097443,0.00002799972,0.000004454061,0.000001875029,0.0000249719,0.0002873528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2383126,"threshold_uncertainty_score":0.4130506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007871749006861224,"score_gpt":0.2971275046123515,"score_spread":0.2892557556054903,"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."}}