{"id":"W2320921845","doi":"10.1097/psn.0000000000000049","title":"Plastic Surgery Reconstruction Statistics 2013","year":2014,"lang":"en","type":"letter","venue":"Plastic Surgical Nursing","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plastic surgery; Position (finance); History; Medicine; Surgery; Business; Finance","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":[0.0004644126,0.000696576,0.001762836,0.0007259194,0.0001823327,0.00008597608,0.0001263454,0.001412189,0.001133011],"category_scores_gemma":[0.001850519,0.0006410541,0.0006549082,0.0002984819,0.0008028146,0.0001166937,0.0000256125,0.002621587,0.0002860855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003650038,"about_ca_system_score_gemma":0.0003149447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002353918,"about_ca_topic_score_gemma":8.538922e-7,"domain_scores_codex":[0.9961245,0.0003673398,0.001015411,0.0009188478,0.0006737474,0.0009001344],"domain_scores_gemma":[0.9834881,0.01497937,0.0004375577,0.0005427218,0.0003016907,0.0002505636],"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":[0.000185145,0.0000661037,0.001216125,0.0005048367,0.0002476731,0.002606854,0.00001234133,0.00000274082,0.00005875287,0.00005235827,0.9280311,0.06701594],"study_design_scores_gemma":[0.0007509793,0.000163244,0.0008553087,0.007053714,0.001095656,0.0283963,0.00001763052,0.000577146,0.0004613457,0.0009098484,0.9587142,0.001004661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.1106386,0.006090045,0.3954939,0.3204097,0.1297472,0.004756709,0.001775805,0.005642549,0.02544547],"genre_scores_gemma":[0.1881258,0.01096836,0.1359801,0.4144804,0.1904413,0.001111788,0.04052286,0.004730689,0.01363871],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2595138,"threshold_uncertainty_score":0.9998842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02299544629514031,"score_gpt":0.2655526862631006,"score_spread":0.2425572399679603,"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."}}