{"id":"W4318918443","doi":"10.1097/dss.0000000000003679","title":"Eyebrow Shape Preference Across Age, Gender, and Self-reported Ethnic Group","year":2023,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Eyebrow; Preference; Ethnic group; Attractiveness; Categorization; Medicine; Psychology; Surgery; Mathematics; Computer science; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007646672,0.0001515317,0.0001879079,0.0005607231,0.0002492194,0.0003000457,0.0001066507,0.0001879027,0.006146309],"category_scores_gemma":[0.001890693,0.00006315863,0.000222018,0.0002876968,0.0001512247,0.0003104477,0.0002739313,0.000141741,0.0005700912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008853614,"about_ca_system_score_gemma":0.0001060137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001256036,"about_ca_topic_score_gemma":0.002463532,"domain_scores_codex":[0.9997413,0.00008112488,0.00002425861,0.00003979184,0.0000740533,0.00003949362],"domain_scores_gemma":[0.9989663,0.0003203907,0.0003710742,0.0000569902,0.000187415,0.00009779828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003031402,0.0000654579,0.9837067,0.00006280316,0.00003308008,0.0001522753,0.001481661,0.00003039637,0.002664096,0.00003360819,0.0003376321,0.01112917],"study_design_scores_gemma":[0.000004631052,0.0002123925,0.9957914,0.00002088349,0.00001347315,0.0006365426,0.002431314,0.00009384303,0.0003447213,0.00002888319,0.0004168807,0.000005011813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985043,0.0001313214,0.0001301185,0.00002763962,0.000004838349,0.00001769179,0.0001225594,0.000003365038,0.001058188],"genre_scores_gemma":[0.9993644,0.00006924612,0.0001258882,0.00002884475,0.000003222519,0.00001141499,0.00007085614,0.000001595475,0.0003245356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006146309,"threshold_uncertainty_score":0.02056146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.206000279266869,"score_gpt":0.3666609286814007,"score_spread":0.1606606494145318,"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."}}