{"id":"W3017795551","doi":"10.1097/prs.0000000000007721","title":"Reply: What Is Driving Paradigm Shifts in Plastic Surgery and Is Cosmetic Surgery Keeping Up?","year":2021,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"History of Medical Practice","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Impact factor; Medicine; Citation; Computer science; Library science","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.003266729,0.00146876,0.005283942,0.003214321,0.0003262896,0.0003742912,0.0002402549,0.001861918,0.003015283],"category_scores_gemma":[0.06425859,0.001623178,0.001199764,0.001375641,0.001634044,0.001464725,0.0002433257,0.0065908,0.0002669917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001191578,"about_ca_system_score_gemma":0.004075045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001997958,"about_ca_topic_score_gemma":0.00003371043,"domain_scores_codex":[0.9887658,0.001478935,0.002979252,0.002783342,0.001975725,0.002016937],"domain_scores_gemma":[0.7878381,0.2084418,0.001524801,0.0011412,0.0003139314,0.0007401028],"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":[0.0002887259,0.0001170432,0.1239356,0.002870191,0.0008745583,0.01699017,0.0007242378,7.051763e-7,0.00002062308,0.000002561972,0.8227193,0.03145631],"study_design_scores_gemma":[0.001397121,0.0000922784,0.07815486,0.05106014,0.002416563,0.00999561,0.00171474,0.0004520436,0.0001397584,0.0004274368,0.8501487,0.00400076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6117394,0.02516972,0.0005428784,0.2889999,0.07080218,0.001379011,0.000221756,0.0004762929,0.0006688005],"genre_scores_gemma":[0.1658583,0.02089416,0.0006596139,0.7949778,0.01288626,0.0004908922,0.001487752,0.001155827,0.001589335],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5059779,"threshold_uncertainty_score":0.9998062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03733423634845693,"score_gpt":0.2596885816546363,"score_spread":0.2223543453061793,"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."}}