{"id":"W3103794633","doi":"10.1093/asj/sjaa288","title":"Commentary on: Transitioning From Conventional Textured to Nanotextured Breast Implants: Our Early Experience and Modifications for Optimal Breast Augmentation Outcomes","year":2020,"lang":"en","type":"letter","venue":"Aesthetic Surgery Journal","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Breast augmentation; Surgery; Implant","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"],"consensus_categories":[],"category_scores_codex":[0.0001638403,0.0004160712,0.0007384609,0.0003429824,0.0004784947,0.0001928339,0.0001194019,0.0003388663,0.00008550631],"category_scores_gemma":[0.000004441847,0.0003570228,0.0004292535,0.0001317998,0.00008370015,0.0001986819,0.00001720846,0.001020142,0.00002149378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001350362,"about_ca_system_score_gemma":0.0001645754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006106056,"about_ca_topic_score_gemma":0.000001823364,"domain_scores_codex":[0.9977191,0.0001386858,0.0007274315,0.000478805,0.0005250397,0.0004109472],"domain_scores_gemma":[0.9986973,0.0002113713,0.000382487,0.0001921102,0.0001776143,0.0003390977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.001096093,0.0001023976,0.003231128,0.00003762987,0.0003151907,0.0004478958,0.0009076914,0.00001084933,0.0001084235,0.000005182712,0.8210766,0.1726609],"study_design_scores_gemma":[0.003518818,0.0002096141,0.02029921,0.001314583,0.0005901746,0.9615493,0.001011601,0.0001579879,0.000123114,0.0001983031,0.01027747,0.0007498398],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2836825,0.00004800814,0.003704976,0.7083988,0.001413915,0.0005296443,0.002169466,0.00004713472,0.000005512717],"genre_scores_gemma":[0.7263132,0.00003648976,0.003001159,0.2616813,0.003637202,0.0001819327,0.004885752,0.0001172508,0.0001457351],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9611014,"threshold_uncertainty_score":0.9998882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03013896642274264,"score_gpt":0.2797809910742058,"score_spread":0.2496420246514632,"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."}}