{"id":"W3036455313","doi":"10.1097/01.prs.0000475820.58283.0e","title":"Reply","year":2016,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Hospital; McMaster University","funders":"","keywords":"Medicine; DIEP flap; Breast reconstruction; Surgery; Radiology; Breast cancer; Internal medicine","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","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0007056887,0.0009896006,0.002412187,0.001394379,0.0001648345,0.00006267235,0.0002147549,0.001453027,0.002710659],"category_scores_gemma":[0.002993875,0.0007751217,0.001824963,0.0003982231,0.001158904,0.0002756115,0.0001145236,0.00264069,0.0006942839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000421482,"about_ca_system_score_gemma":0.001194255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002581697,"about_ca_topic_score_gemma":7.397638e-7,"domain_scores_codex":[0.9949927,0.0003380566,0.001244648,0.001524074,0.0006792399,0.001221279],"domain_scores_gemma":[0.9887223,0.00843849,0.0007600382,0.001248562,0.0005844114,0.0002462401],"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":[0.0001424818,0.00001916365,0.01542755,0.0004297573,0.001028756,0.002537058,0.00001014642,9.474366e-9,0.0005055628,0.00002264336,0.8763594,0.1035175],"study_design_scores_gemma":[0.0003698527,0.00006695365,0.001859007,0.002611085,0.0005152262,0.0109074,0.00001713555,7.958284e-7,0.007300876,0.001230999,0.9741597,0.0009609601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07643207,0.004066278,0.0098091,0.7616878,0.04360264,0.005020807,0.002622261,0.004561427,0.09219765],"genre_scores_gemma":[0.005294588,0.001656098,0.005293902,0.942704,0.02926627,0.0005932009,0.001477498,0.0007961149,0.01291828],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1810163,"threshold_uncertainty_score":0.9998433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0195618969400188,"score_gpt":0.2389292308981343,"score_spread":0.2193673339581154,"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."}}