{"id":"W2540736080","doi":"10.1097/prs.0000000000002673","title":"Discussion: Fully Awake Breast Reduction","year":2016,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Saint John Regional Hospital","funders":"","keywords":"Suite; SAINT; Relation (database); Library science; Political science; History; Law; Art history; Computer science; Database","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","insufficient_payload"],"category_scores_codex":[0.0003221172,0.0008795162,0.001637261,0.001130816,0.0002568049,0.00007229589,0.0001501747,0.001701891,0.002505498],"category_scores_gemma":[0.00015665,0.0005137329,0.0008504965,0.0003859821,0.0008888743,0.0003498103,0.00007558712,0.002306234,0.0007956754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004362869,"about_ca_system_score_gemma":0.001028925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001896825,"about_ca_topic_score_gemma":0.000001875015,"domain_scores_codex":[0.9956723,0.0002327522,0.001079957,0.001208718,0.0007458576,0.001060382],"domain_scores_gemma":[0.9962351,0.001614377,0.0007833455,0.0006504222,0.0004011422,0.0003156336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0002700178,0.00002240693,0.004788717,0.0003222789,0.0004407356,0.000587315,0.000019905,7.400367e-8,0.0001271292,0.000008753603,0.4931957,0.5002169],"study_design_scores_gemma":[0.0008911616,0.00005568705,0.005375025,0.003749307,0.0007660841,0.8441065,0.0001315863,0.000006356566,0.0002608289,0.0006081647,0.1429954,0.001053939],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.1387441,0.0004587543,0.001223409,0.7409137,0.1005548,0.00211356,0.004136011,0.001330195,0.01052547],"genre_scores_gemma":[0.2442732,0.001120652,0.004841388,0.09292063,0.5247684,0.001327721,0.01666845,0.002674803,0.1114048],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8435192,"threshold_uncertainty_score":0.9999955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01697570034956343,"score_gpt":0.2290280445937521,"score_spread":0.2120523442441887,"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."}}