{"id":"W4318020517","doi":"10.1055/a-2019-5433","title":"Template for Diced Cartilage with Platelet-Rich Fibrin (PRF) in Rhinoplasty: An Easy Solution for Millimetric Camouflage of the Full Dorsal Esthetic Unit","year":2023,"lang":"en","type":"article","venue":"Facial Plastic Surgery","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Dorsum; Rhinoplasty; Medicine; Cartilage; Nasal dorsum; Camouflage; Platelet-rich fibrin; Surgery; Biomedical engineering; Fibrin; Anatomy; Nose; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007419672,0.0002884826,0.0007608646,0.00065213,0.0002495819,0.00001848878,0.0001032713,0.0001529378,0.00001628572],"category_scores_gemma":[0.002244163,0.0002027242,0.000234875,0.001858594,0.0001581222,0.000127851,0.00005360237,0.000173064,0.00001422655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005768943,"about_ca_system_score_gemma":0.0002293149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001006477,"about_ca_topic_score_gemma":0.0004014328,"domain_scores_codex":[0.9978727,0.00008673922,0.0005937507,0.0003991573,0.0003922717,0.0006553525],"domain_scores_gemma":[0.9936106,0.005630348,0.0002202638,0.0002598859,0.0001625369,0.0001163784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01442213,0.000716329,0.8891976,0.001621565,0.0003459046,0.0001916104,0.001225984,0.002841604,0.06986208,0.0001343652,0.004877327,0.01456354],"study_design_scores_gemma":[0.005348285,0.001987969,0.9215243,0.001057115,0.0004511892,0.00008303919,0.0007606159,0.005041422,0.05158181,0.0001950058,0.01102895,0.000940268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963608,0.0001025631,0.000934996,0.0001361983,0.001100661,0.0009773709,0.0002444077,0.0001073602,0.00003567424],"genre_scores_gemma":[0.9990239,0.00002823343,0.00009720903,0.00003820997,0.0001501712,0.000162664,0.0001501701,0.00004995675,0.0002994491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03232677,"threshold_uncertainty_score":0.8266854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04293420682199956,"score_gpt":0.2716176661635074,"score_spread":0.2286834593415078,"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."}}