{"id":"W3080501404","doi":"10.1097/gox.0000000000002717","title":"The Five-step Lower Blepharoplasty Technique Refined","year":2020,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Blepharoplasty; Medicine; Eyelid; Surgery; 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":[0.0004817505,0.0005542577,0.0003031742,0.0008632474,0.0005043239,0.0005781039,0.0005146448,0.0005885375,0.01922894],"category_scores_gemma":[0.0007242126,0.0001866976,0.000876927,0.0002886907,0.0004330971,0.0008340274,0.001257987,0.002285684,0.006271373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002273514,"about_ca_system_score_gemma":0.0004873761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001171359,"about_ca_topic_score_gemma":0.001965483,"domain_scores_codex":[0.9996116,0.00002944477,0.00003533655,0.00007029912,0.0001822311,0.0000711366],"domain_scores_gemma":[0.9998395,0.00003143426,0.0000220626,0.00004143039,0.00002446459,0.00004112225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.00118475,0.0004344993,0.006231723,0.001200956,0.000125798,0.01913242,0.0006902169,0.001089211,0.1292416,0.006007493,0.06213206,0.7725292],"study_design_scores_gemma":[0.0005411809,0.003535218,0.07119735,0.001821662,0.0003066684,0.3520009,0.0005424717,0.006769185,0.04848858,0.004756976,0.5097954,0.0002444606],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3414471,0.02714276,0.34764,0.007920872,0.008052784,0.002963721,0.00347574,0.01024261,0.2511144],"genre_scores_gemma":[0.5955773,0.009760235,0.2710409,0.00442629,0.001491554,0.001005468,0.00219999,0.0009174547,0.1135808],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01922894,"threshold_uncertainty_score":0.06432718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02905369851168227,"score_gpt":0.2902736217328172,"score_spread":0.261219923221135,"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."}}