{"id":"W2328637488","doi":"10.1097/prs.0b013e31824199f1","title":"Cancer Risk among Cosmetic Breast Implant Patients","year":2012,"lang":"en","type":"editorial","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Chronic Disease Prevention and Health Promotion; National Cancer Institute; U.S. Public Health Service","keywords":"Medicine; Confidence interval; Incidence (geometry); Breast cancer; Cohort; Cancer registry; Cancer; Population; Cohort study; Standardized mortality ratio; Surgery; Gynecology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0005189418,0.0009656214,0.002038875,0.0009030024,0.0002856703,0.00007173514,0.0001669689,0.001634022,0.001080275],"category_scores_gemma":[0.001347096,0.0008173988,0.0006981256,0.0003961028,0.0007486481,0.0003464098,0.0001051345,0.002328983,0.0002289398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006563512,"about_ca_system_score_gemma":0.001423101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001343672,"about_ca_topic_score_gemma":0.0001923194,"domain_scores_codex":[0.995205,0.0002712824,0.001192965,0.0009812947,0.001153351,0.001196033],"domain_scores_gemma":[0.9882788,0.008090356,0.001464214,0.0004862507,0.0009405061,0.0007398936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005566516,0.0001154826,0.4668379,0.0002705565,0.0007298054,0.00002988468,0.00002559894,4.784848e-7,0.000001634287,0.00000111482,0.3686622,0.1627687],"study_design_scores_gemma":[0.003454095,0.0001540911,0.913406,0.004624766,0.005402532,0.02013709,0.0001231031,0.00003650208,0.00005975761,0.00008582966,0.05037788,0.002138405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.4268854,0.0002793476,0.00002249036,0.000003984584,0.5645557,0.0003940579,0.007497497,0.0001134928,0.0002480067],"genre_scores_gemma":[0.2368157,0.0007001313,0.0001337224,0.000006988503,0.7575569,0.0002005101,0.004012818,0.0002222659,0.000351042],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4465681,"threshold_uncertainty_score":0.9999727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008643965187173353,"score_gpt":0.2327624500353405,"score_spread":0.2241184848481671,"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."}}