{"id":"W2023297442","doi":"10.1097/01.prs.0000204759.76865.39","title":"Consensus Recommendations for Soft-Tissue Augmentation with Nonanimal Stabilized Hyaluronic Acid (Restylane)","year":2006,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":201,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Hyaluronic acid; Soft tissue; Cosmetic Techniques; Surgery; Dermatology","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":[0.0003709063,0.0002582716,0.0005414438,0.0003791233,0.0001847555,0.00003681641,0.00004371718,0.0001211904,0.0005954236],"category_scores_gemma":[0.000988477,0.000230104,0.0001486886,0.0002954836,0.0002572647,0.0001152385,0.00001394517,0.0001691631,0.0000253636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002199651,"about_ca_system_score_gemma":0.0005533599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008881645,"about_ca_topic_score_gemma":0.0001375024,"domain_scores_codex":[0.9982432,0.0000911287,0.0005954171,0.0004189334,0.0002666955,0.0003846002],"domain_scores_gemma":[0.994943,0.004063031,0.0002662572,0.0001851943,0.0004144344,0.0001280331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01142719,0.001262913,0.3416824,0.000489376,0.0007050465,0.0002086762,0.000338417,0.00004928541,0.07639237,0.01032932,0.0993277,0.4577873],"study_design_scores_gemma":[0.01693297,0.003573197,0.2100786,0.002250796,0.001336379,0.003660677,0.003225261,0.004903223,0.3362329,0.0133107,0.4007581,0.003737238],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625504,0.0001215817,0.02924769,0.002802037,0.0009490459,0.001314113,0.0003554504,0.0004172802,0.002242431],"genre_scores_gemma":[0.9785531,0.00001652846,0.01970681,0.0002331015,0.0001025497,0.0003037885,0.0006373824,0.00005067577,0.0003960367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4540501,"threshold_uncertainty_score":0.9383367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02494505489662591,"score_gpt":0.2840252695171112,"score_spread":0.2590802146204852,"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."}}