{"id":"W3093535553","doi":"10.1097/dss.0000000000002442","title":"Attitudes Toward Submental Fat Among Adults in the United States","year":2020,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Attractiveness; Chin; Perception; Physical attractiveness; Medicine; Demography; Psychology","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":[0.0005091527,0.0001857053,0.0001607307,0.0004886537,0.0005092186,0.0004702005,0.0001136153,0.0004503956,0.002823539],"category_scores_gemma":[0.001082212,0.0001328447,0.0002251611,0.0003888538,0.0003333318,0.0003438801,0.0003844143,0.0005323442,0.0003417885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002836353,"about_ca_system_score_gemma":0.0002230399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01064293,"about_ca_topic_score_gemma":0.01968992,"domain_scores_codex":[0.9997579,0.00006056647,0.00002406252,0.00002622935,0.00008826189,0.00004285952],"domain_scores_gemma":[0.9991837,0.0001055671,0.0003495871,0.00002088325,0.0001029172,0.0002373057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003723724,0.0001011705,0.9899901,0.00002745424,0.00002165167,0.0001359976,0.002642496,0.00002227676,0.0005124896,0.00003376756,0.0005593027,0.005916043],"study_design_scores_gemma":[0.000003500712,0.0001707626,0.9923804,0.00003115842,0.00001282245,0.0002825756,0.006092261,0.00006716823,0.00007596894,0.00002035089,0.0008582763,0.000004790189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984694,0.000135013,0.00002348169,0.0001949018,0.000009384255,0.00000859169,0.00009132023,0.000001574565,0.001066261],"genre_scores_gemma":[0.9991393,0.0001760346,0.00005437615,0.0002191292,0.000007688664,0.000007661384,0.00006742652,6.659663e-7,0.0003275257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01064293,"threshold_uncertainty_score":0.02116197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05279645350217402,"score_gpt":0.261732967489085,"score_spread":0.208936513986911,"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."}}