{"id":"W4309674523","doi":"10.1007/s00266-022-03180-3","title":"Facial Gender-Affirming Surgery: Frontal Bossing Surgical Techniques, Outcomes and Safety","year":2022,"lang":"en","type":"article","venue":"Aesthetic Plastic Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Frontal Bossing; Forehead; Medicine; Glabella; Hematoma; Plastic surgery; Surgery; Eyebrow; Frontal bone; Anatomy; Skull","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001683853,0.0003545106,0.001065924,0.000673911,0.0006155288,0.00005710303,0.00008996724,0.0001457011,0.0006743846],"category_scores_gemma":[0.0009538812,0.0003376335,0.0004350276,0.0004232489,0.0002135889,0.0001249348,0.0001867437,0.0005043254,0.00001490591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000259646,"about_ca_system_score_gemma":0.0004946137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006503916,"about_ca_topic_score_gemma":0.000003442083,"domain_scores_codex":[0.9969414,0.0002758408,0.0008238849,0.0005338406,0.0008387419,0.0005863261],"domain_scores_gemma":[0.9955965,0.00350809,0.0002091806,0.0003041693,0.00007008157,0.0003120149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001449696,0.000614171,0.5443251,0.00007395622,0.0001022341,0.004261304,0.0003117058,0.000005779093,0.0003206861,0.0009841721,0.03726092,0.4102903],"study_design_scores_gemma":[0.0007116853,0.0001213144,0.1085392,0.0001552639,0.0001040512,0.008189576,0.0003363931,0.0003397958,0.000645256,0.0002797444,0.8797388,0.0008388977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911983,0.000419993,0.0005699669,0.002406428,0.001320349,0.0004071159,0.00006523493,0.0008679183,0.002744701],"genre_scores_gemma":[0.9978753,0.0001448149,0.0003563674,0.0008781427,0.00004773359,0.0001259977,0.0001322526,0.00006356326,0.0003758224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8424779,"threshold_uncertainty_score":0.9999076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03101680847705431,"score_gpt":0.2728754829699653,"score_spread":0.241858674492911,"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."}}