{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003351002,0.0006896014,0.001125431,0.0005515702,0.003932221,0.00303594,0.002229595,0.05634286,0.006970341],"category_scores_gemma":[0.02699176,0.0005856711,0.001056342,0.0006629125,0.002581621,0.002918001,0.001441902,0.04331112,0.005304292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00418361,"about_ca_system_score_gemma":0.00568076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007317355,"about_ca_topic_score_gemma":0.01196046,"domain_scores_codex":[0.9971631,0.0007899805,0.0003931203,0.0003817472,0.0008371994,0.0004347824],"domain_scores_gemma":[0.9905442,0.005701927,0.0006207785,0.0001895678,0.001774104,0.00116944],"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":[0.00005592717,0.00002361948,0.0003880241,0.00004999481,0.00000875237,0.001926321,0.0002632835,0.00003950651,0.0001147904,0.001176184,0.9908893,0.00506437],"study_design_scores_gemma":[0.0001316874,0.0001076652,0.001275904,0.0005484875,0.00004842472,0.004625002,0.001472016,0.0003878131,0.0003382874,0.006009959,0.9849445,0.0001101488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000423943,0.000490482,0.00006580583,0.9777113,0.01980569,0.00000861317,0.00003649153,0.00001073844,0.001446985],"genre_scores_gemma":[0.00318528,0.0005069435,0.0001459749,0.9626583,0.03001724,0.00003228888,0.0000181332,0.00001815933,0.003417743],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05634286,"threshold_uncertainty_score":0.03035432,"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."}}