{"id":"W198990012","doi":"10.1097/01.prs.0000434406.73390.cb","title":"Discussion","year":2013,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Georgetown Hospital","funders":"","keywords":"University hospital; Medicine; Reconstructive surgery; Spear; General surgery; Surgery; History; Archaeology","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0001591159,0.0006554378,0.001408546,0.0008566513,0.0001490042,0.00007118051,0.0001087336,0.001472632,0.003315846],"category_scores_gemma":[0.0003213841,0.0004053279,0.0006474162,0.0002815491,0.0005093548,0.0002258099,0.00006209857,0.002629959,0.001511194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002106816,"about_ca_system_score_gemma":0.0005847158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003980699,"about_ca_topic_score_gemma":0.000001827894,"domain_scores_codex":[0.9969664,0.0001421289,0.0007853048,0.0008016585,0.0005362537,0.0007682658],"domain_scores_gemma":[0.9961092,0.002455963,0.0004982913,0.0004649142,0.0002436004,0.0002279633],"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":[0.00006743777,0.00001956681,0.009784978,0.0003712766,0.0002998737,0.0004985573,0.00001594696,9.516514e-8,0.00002882878,0.000004497927,0.7392303,0.2496786],"study_design_scores_gemma":[0.001308803,0.000143258,0.02398151,0.005023494,0.001535406,0.4591921,0.0002348545,0.0001235545,0.0004788462,0.001288361,0.5045047,0.002185133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3621148,0.0007388606,0.0008570884,0.5344834,0.0767336,0.00301896,0.001059975,0.001323752,0.01966959],"genre_scores_gemma":[0.1469648,0.0008154731,0.01079835,0.5105488,0.1882831,0.001695652,0.02228829,0.002349805,0.1162558],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4586935,"threshold_uncertainty_score":0.9998398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02045776562179941,"score_gpt":0.2298342817152736,"score_spread":0.2093765160934742,"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."}}