{"id":"W2897299752","doi":"10.1093/asj/sjy247","title":"Commentary on: Pathophysiology Study of Filler-Induced Blindness","year":2018,"lang":"en","type":"letter","venue":"Aesthetic Surgery Journal","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Pathophysiology; Blindness; Filler (materials); Optometry; Pathology; Composite material","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001169854,0.0004290463,0.001525433,0.001022827,0.0001666565,0.00002890934,0.000225694,0.000683025,0.0007252811],"category_scores_gemma":[0.0000845865,0.0003372082,0.0006274228,0.0003027369,0.0001498117,0.00005153918,0.00005546886,0.002382345,0.0000499186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000127055,"about_ca_system_score_gemma":0.0003096079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003439443,"about_ca_topic_score_gemma":0.000001724197,"domain_scores_codex":[0.9962657,0.0007486346,0.001202253,0.0003788387,0.0009405582,0.0004639979],"domain_scores_gemma":[0.9972475,0.0006010853,0.0008494626,0.0006373891,0.0005023768,0.0001621658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002550505,0.001009488,0.00099814,0.00002046737,0.0001193802,0.00335671,0.0002016472,1.585644e-7,0.00004005589,6.014363e-7,0.9292186,0.06477971],"study_design_scores_gemma":[0.001228363,0.003704787,0.000454159,0.0008968844,0.0001548538,0.008406055,0.0001793921,0.000006136178,0.0005689712,0.0002837235,0.98364,0.0004766987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.4817008,0.0000355464,0.000004222667,0.5158049,0.001678457,0.0003640655,0.000009634586,0.00005401918,0.0003482444],"genre_scores_gemma":[0.1755922,0.0001562518,0.00003690902,0.8223186,0.001292065,0.00003468104,0.0001094211,0.00009628836,0.0003636812],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3065135,"threshold_uncertainty_score":0.9999192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05050793000406505,"score_gpt":0.3091496195901493,"score_spread":0.2586416895860842,"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."}}