{"id":"W1877511276","doi":"10.1093/asj/sjv175","title":"Commentary on: Evaluation of the Effects of Silicone Implants on the Breast Parenchyma","year":2015,"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":"Banff Centre","funders":"","keywords":"Medicine; Parenchyma; Implant; Breast augmentation; Atrophy; Magnetic resonance imaging; Silicone; Blood flow; Breast implant; Surgery; Nuclear medicine; Radiology; Pathology","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":[0.001185567,0.0007129007,0.001004452,0.000569733,0.001337513,0.001318417,0.001812223,0.02413589,0.00458416],"category_scores_gemma":[0.01090181,0.0004083163,0.0008615124,0.0006163712,0.001130831,0.001806348,0.0005381249,0.01338453,0.003475716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002233767,"about_ca_system_score_gemma":0.001134383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003521907,"about_ca_topic_score_gemma":0.003704195,"domain_scores_codex":[0.9988,0.000318054,0.0002174247,0.0001766759,0.0003699511,0.0001178878],"domain_scores_gemma":[0.9966865,0.001730424,0.0002918259,0.0001192638,0.0008605352,0.0003113835],"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":[0.0003026196,0.0001031377,0.002833159,0.0001427936,0.00003352367,0.01342595,0.0002197816,0.0001018415,0.0005225598,0.001072237,0.9698363,0.01140617],"study_design_scores_gemma":[0.000448587,0.0005740377,0.01142137,0.0007435149,0.0001650823,0.03098975,0.001567145,0.001231809,0.002053547,0.006712113,0.9439068,0.0001863452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005365471,0.002185556,0.0001637769,0.9418205,0.0458971,0.00004305311,0.0002133863,0.00007064868,0.004240512],"genre_scores_gemma":[0.02714362,0.001725795,0.0002980855,0.8598776,0.102459,0.00006993255,0.0001035669,0.00003003499,0.008292413],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02413589,"threshold_uncertainty_score":0.01620722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03780884551602252,"score_gpt":0.267005980532491,"score_spread":0.2291971350164685,"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."}}