{"id":"W4403113669","doi":"10.1097/gox.0000000000006219","title":"A Unified Approach to Facial Contours and Volume Correction: The Role of the Cheek and the Chin","year":2024,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health; Quest University Canada","funders":"","keywords":"Chin; Cheek; Volume (thermodynamics); Orthodontics; Computer science; Medicine; Anatomy; 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":[],"consensus_categories":[],"category_scores_codex":[0.0008636744,0.0001580169,0.0004265962,0.00005706642,0.0001934258,0.0001643536,0.0001699182,0.0000734231,0.00004288505],"category_scores_gemma":[0.001539247,0.00007673083,0.0001221438,0.0004851834,0.0007093201,0.0001171253,0.0002130051,0.0002133332,0.000004522733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006930578,"about_ca_system_score_gemma":0.0002948012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005314962,"about_ca_topic_score_gemma":0.00006293883,"domain_scores_codex":[0.9987853,0.0002172339,0.0003103048,0.0002805575,0.0002322818,0.0001743305],"domain_scores_gemma":[0.9981914,0.001322906,0.00008800509,0.0001947355,0.0001079756,0.00009498662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002954523,0.0001174057,0.3044774,0.00007187612,0.0006197488,0.00001134048,0.002127193,0.00001251892,0.0002099117,0.09688607,0.0264495,0.5660625],"study_design_scores_gemma":[0.001941574,0.0001690578,0.6925038,0.0010169,0.0004669654,0.00206665,0.009892178,0.01512427,0.001135655,0.02306908,0.2519893,0.0006245221],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8716565,0.00115721,0.001100271,0.005879004,0.003352,0.00282285,0.000214063,0.0001184631,0.1136997],"genre_scores_gemma":[0.9987271,0.00004129915,0.0001097993,0.0004603858,0.00004533834,0.00008550051,0.000004685965,0.000009198225,0.0005166787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.565438,"threshold_uncertainty_score":0.3128992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0136821257681166,"score_gpt":0.2570840124634496,"score_spread":0.243401886695333,"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."}}