{"id":"W3134786057","doi":"10.1093/asj/sjab045","title":"Defining Double Capsules: A Clinical and Histological Study","year":2021,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Columbian Hospital; University of British Columbia","funders":"","keywords":"Capsule; Medicine; Implant; Joint capsule; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001083671,0.0001052496,0.0004426518,0.0000858428,0.0001592182,0.00004535423,0.0000262326,0.0001027378,0.0001517474],"category_scores_gemma":[0.00002172762,0.00007619097,0.0001736129,0.0001100315,0.0001456006,0.00005348201,0.00002573645,0.0004869334,0.00002726855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002023303,"about_ca_system_score_gemma":0.0003247764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006046676,"about_ca_topic_score_gemma":0.000004698248,"domain_scores_codex":[0.9986812,0.0001926275,0.0005298862,0.0001937026,0.0001927101,0.0002098558],"domain_scores_gemma":[0.9992031,0.0001722782,0.0001324919,0.0001222018,0.000113773,0.0002561784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0001773834,0.0002723378,0.4567617,0.000003064756,0.0000383764,0.002471202,0.00008871809,1.393351e-7,0.00000183603,0.00006725572,0.00117622,0.5389417],"study_design_scores_gemma":[0.001886917,0.000111266,0.05667207,0.00008144527,0.0001123528,0.9391851,0.0009644449,0.000007974962,0.00002060391,0.0001322552,0.0007373769,0.00008821819],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954205,0.0018335,0.0000244585,0.0009542389,0.00115242,0.00006596225,5.417226e-7,0.0000244759,0.0005238908],"genre_scores_gemma":[0.9989653,0.0002180105,0.0004023153,0.00006352903,0.0001267514,0.000002161619,0.000003066222,0.00001042332,0.0002084518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9367139,"threshold_uncertainty_score":0.3106978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06261714408354056,"score_gpt":0.3275852895619293,"score_spread":0.2649681454783888,"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."}}