{"id":"W3203616319","doi":"10.1016/j.bjps.2021.09.001","title":"A feasibility study of real time dynamic three-dimensional auricular image guidance based on augmented reality","year":2021,"lang":"en","type":"letter","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Reconstructive Facial Surgery Techniques","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Peking Union Medical College Hospital","keywords":"Microtia; Auricle; Augmented reality; Medicine; Computer science; 3D reconstruction; Stereoscopy; Computer vision; Anatomy","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":[0.001051811,0.000273176,0.0002512476,0.0003615537,0.0002421403,0.0006102077,0.0004713968,0.0007795027,0.005130992],"category_scores_gemma":[0.002560789,0.0002151553,0.0003792132,0.0001822475,0.0004920433,0.0008731825,0.0005146018,0.00046358,0.0005803278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001664538,"about_ca_system_score_gemma":0.0005432066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009463162,"about_ca_topic_score_gemma":0.0007357733,"domain_scores_codex":[0.9992261,0.0003435555,0.0000464864,0.00007280346,0.0002370337,0.00007408569],"domain_scores_gemma":[0.9985754,0.0008295159,0.0000718159,0.0001326619,0.00028896,0.000101652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0100969,0.002686032,0.03419086,0.001166693,0.000130481,0.02676186,0.003931135,0.003618293,0.5614543,0.00367419,0.003326509,0.3489627],"study_design_scores_gemma":[0.00265016,0.1106206,0.1923967,0.0004266681,0.001068294,0.2566458,0.01084862,0.09579376,0.2528646,0.003707485,0.07236038,0.0006168806],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9117469,0.001277469,0.07612609,0.0006262117,0.000308113,0.0004995152,0.0001271914,0.0002317635,0.009056774],"genre_scores_gemma":[0.9690362,0.0004034563,0.02851328,0.0001511127,0.00006735991,0.0001332647,0.00005054984,0.00002574462,0.001619047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005130992,"threshold_uncertainty_score":0.01716495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02587075506760459,"score_gpt":0.2856305646066676,"score_spread":0.259759809539063,"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."}}