{"id":"W3151062390","doi":"10.1093/asj/sjab154","title":"Commentary on: Five-Year Safety and Satisfaction With the Lightweight Breast Implant","year":2021,"lang":"en","type":"letter","venue":"Aesthetic Surgery Journal","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Implant; Medicine; Breast implant; Breast augmentation; Silicone; Breast cancer; Breast reconstruction; Surgery; Internal medicine; Composite material; Cancer","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":[0.003295174,0.0006983612,0.001121164,0.0007633985,0.00325076,0.002017136,0.003203608,0.03579803,0.01062431],"category_scores_gemma":[0.04057444,0.0005809239,0.001254835,0.0007580611,0.00285514,0.003116144,0.001681311,0.0350275,0.004650563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004261882,"about_ca_system_score_gemma":0.004047816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007774111,"about_ca_topic_score_gemma":0.008854445,"domain_scores_codex":[0.9964058,0.001048245,0.0003416366,0.000484307,0.001343399,0.0003765693],"domain_scores_gemma":[0.9760796,0.01560732,0.001026619,0.0003831026,0.005437475,0.001465809],"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":[0.00002767784,0.000007129126,0.0001523539,0.00005541444,0.000006653243,0.0005645883,0.0001239833,0.00001959163,0.0000393747,0.0006891225,0.9952832,0.00303096],"study_design_scores_gemma":[0.0001484053,0.0001084586,0.001340365,0.001132568,0.00004472986,0.003756753,0.001388046,0.0001943588,0.0002870873,0.004300852,0.9871897,0.0001085561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003370352,0.001597099,0.00006727881,0.9436436,0.05287544,0.000007913388,0.00007096198,0.00002021421,0.001380441],"genre_scores_gemma":[0.004411804,0.001210928,0.00007484456,0.9296579,0.06223842,0.00002817081,0.00004139953,0.00002303567,0.002313474],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03579803,"threshold_uncertainty_score":0.03554189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009967442450096968,"score_gpt":0.2087039002490195,"score_spread":0.1987364577989225,"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."}}