{"id":"W2591084012","doi":"10.1177/2513826x1500100303","title":"Late Seroma Formation During Pregnancy: Case Report and Review of the Literature","year":2015,"lang":"en","type":"article","venue":"Plastic Surgery Case Studies","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Seroma; Medicine; Surgery; Complication; Breast augmentation; Pregnancy; Magnetic resonance imaging; Implant; Breast surgery; Radiology; Breast cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002006546,0.00009861571,0.000332034,0.00005760056,0.00009450123,0.000005754877,0.000008699953,0.00003521141,0.000002252869],"category_scores_gemma":[0.001037385,0.00005580514,0.00006434245,0.0001723547,0.00007459744,0.0001106101,0.00003893452,0.00008628847,8.89661e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002719534,"about_ca_system_score_gemma":0.00004868601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006862069,"about_ca_topic_score_gemma":0.00001442565,"domain_scores_codex":[0.9992934,0.00004431097,0.0003347477,0.0001066295,0.0001199467,0.0001010067],"domain_scores_gemma":[0.9989803,0.0004008555,0.0001969592,0.0001322921,0.000233734,0.00005583036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001443232,0.0000461414,0.02477301,0.03953567,0.0004517403,0.9074844,0.003382258,0.000002072457,0.00004739444,0.000008873765,0.003661674,0.02046244],"study_design_scores_gemma":[0.0001996308,0.0000113232,0.001473025,0.02845906,0.0002161507,0.9687922,0.0004797064,0.0000152794,0.0002566245,0.0000125295,0.00002826452,0.00005620654],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9317167,0.06683147,0.000001832442,0.0001696664,0.001032446,0.0001669097,0.00001668486,0.00001789961,0.00004640002],"genre_scores_gemma":[0.9947161,0.005002112,0.00002999959,0.00001161754,0.00008688439,0.00001291262,0.000008602339,0.000006019806,0.0001257175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06299944,"threshold_uncertainty_score":0.2275667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04184025867571275,"score_gpt":0.2783601251399657,"score_spread":0.2365198664642529,"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."}}