{"id":"W2622590156","doi":"10.1097/prs.0000000000003615","title":"Late Seromas in Natrelle 410 Form-Stable Silicone Breast Implants","year":2017,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Banff Centre","funders":"","keywords":"Seroma; Implant; Medicine; Breast implant; Surgery; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0004638646,0.0009530894,0.002319752,0.001458159,0.0003258222,0.0001343563,0.0002830153,0.001850118,0.0007402142],"category_scores_gemma":[0.0003008799,0.0008643078,0.0005999076,0.0002900635,0.0006462858,0.0005007517,0.0001339215,0.003363515,0.0004353752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004076596,"about_ca_system_score_gemma":0.001087399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004677086,"about_ca_topic_score_gemma":0.0001236874,"domain_scores_codex":[0.9954218,0.0001656685,0.001201686,0.001179646,0.0006082949,0.001422906],"domain_scores_gemma":[0.9948177,0.002779996,0.001007288,0.0008554083,0.0002512444,0.0002883366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.001209341,0.0001676699,0.3387184,0.001882776,0.001371418,0.01148587,0.0001550412,0.000002786644,0.0003510891,0.00001831321,0.3889803,0.255657],"study_design_scores_gemma":[0.003678188,0.0001158513,0.1635024,0.006562622,0.0008969162,0.7874493,0.0001746374,0.0002504252,0.0007006373,0.00112976,0.03318861,0.002350671],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618765,0.0003043574,0.00002848961,0.01611949,0.01284313,0.0008631711,0.002116938,0.000218143,0.005629811],"genre_scores_gemma":[0.9306245,0.0004800966,0.0008936658,0.01955947,0.02331558,0.0003780973,0.007483864,0.0008219698,0.01644275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7759634,"threshold_uncertainty_score":0.9994457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02143289559429003,"score_gpt":0.2377777318902769,"score_spread":0.2163448362959868,"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."}}