{"id":"W1970588155","doi":"10.1016/j.cps.2007.10.002","title":"Clinical Research in Aesthetic Surgery","year":2008,"lang":"en","type":"review","venue":"Clinics in Plastic Surgery","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University; McMaster University; St. Joseph’s Healthcare Hamilton; University of Ottawa","funders":"","keywords":"Medicine; Surgery; Medical physics","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01655899,0.0007940576,0.007009943,0.003290525,0.000152431,0.00004616237,0.0006515972,0.001867671,0.0003669915],"category_scores_gemma":[0.01623414,0.0007190935,0.002151775,0.003053182,0.001354427,0.00008502162,0.0004297527,0.005203837,0.004821605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002253363,"about_ca_system_score_gemma":0.002102902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008107046,"about_ca_topic_score_gemma":0.00008013688,"domain_scores_codex":[0.982875,0.006644936,0.006130126,0.001819631,0.0007530774,0.001777248],"domain_scores_gemma":[0.7531708,0.2444763,0.0007158512,0.001274582,0.0001496178,0.0002129215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005474688,0.0007750501,0.04255698,0.001320981,0.00009635422,0.006311714,0.00006290785,1.611523e-7,1.045888e-10,0.00008543092,0.161658,0.7870776],"study_design_scores_gemma":[0.0002459057,0.00004193285,0.004965843,0.01590367,0.00008019195,0.0005951039,0.00007435988,0.000002314117,1.02433e-9,0.0002160272,0.9772192,0.0006554398],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008987936,0.9742562,0.000003516187,0.00006438626,0.02096739,0.0005725702,0.00003851147,0.00007265444,0.003125993],"genre_scores_gemma":[0.0003285017,0.9971837,0.00001962876,0.00007855553,0.0009820893,0.0005404798,0.0001025121,0.0001766278,0.0005879489],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8155612,"threshold_uncertainty_score":0.999526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5465180168225264,"score_gpt":0.5585819153234926,"score_spread":0.01206389850096612,"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."}}