{"id":"W4319460725","doi":"10.1097/sap.0000000000003407","title":"Public Perception of Ideal Areola Proportions","year":2023,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ideal (ethics); Areola; Perception; Surgery; Neuroscience","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":[],"consensus_categories":[],"category_scores_codex":[0.0003105662,0.00007020846,0.0002723935,0.0004524051,0.000030913,0.000003758798,0.00002420636,0.00007144342,0.0008477635],"category_scores_gemma":[0.0006285725,0.00005821556,0.0001878032,0.0004552545,0.0001039521,0.00008002756,0.00001319458,0.00007121544,0.00008406057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004897406,"about_ca_system_score_gemma":0.0001661943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002352373,"about_ca_topic_score_gemma":0.00000316539,"domain_scores_codex":[0.9991133,0.0000251898,0.0003656991,0.0001086507,0.0002091071,0.0001780724],"domain_scores_gemma":[0.9985775,0.0008315649,0.0001684182,0.0001064876,0.0002312846,0.00008476223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002050325,0.0001914117,0.6640369,0.0004569784,0.0002119816,0.00003038075,0.00009573167,0.000008022259,0.005290816,0.0002581287,0.1554335,0.1737812],"study_design_scores_gemma":[0.0001145438,0.00004647937,0.9969838,0.0002283211,0.00003634794,0.0007947909,0.0002764181,0.0001587251,0.0005443136,0.000153265,0.0005974886,0.00006552144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982252,0.00002070482,0.00005161318,0.0003658002,0.0007021332,0.00006870074,0.0001174868,0.00006422387,0.0003842087],"genre_scores_gemma":[0.9991831,0.00006476268,0.00002154498,0.00001421819,0.0001456451,0.000007681457,0.0003486283,0.000008881355,0.0002055669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3329469,"threshold_uncertainty_score":0.9282416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1608116426194123,"score_gpt":0.3232166212245233,"score_spread":0.162404978605111,"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."}}