{"id":"W2330629823","doi":"10.1097/prs.0b013e3181eff70e","title":"Upper and Lower Eyelid Reconstruction","year":2010,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Reconstructive Facial Surgery Techniques","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital","funders":"","keywords":"Eyelid; Medicine; Reconstructive Surgeon; Surgery","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005658155,0.0004453572,0.0009159534,0.0007435466,0.0002113367,0.00007315694,0.00007961167,0.0004011672,0.001926486],"category_scores_gemma":[0.003050373,0.0004192252,0.0003274007,0.0004147457,0.001349074,0.0004955881,0.0001053617,0.0009656937,0.00009766678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008703487,"about_ca_system_score_gemma":0.0003671024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004082565,"about_ca_topic_score_gemma":0.00001906325,"domain_scores_codex":[0.9974636,0.00009213301,0.0007211709,0.0008008302,0.0003325789,0.0005896382],"domain_scores_gemma":[0.9957966,0.002642437,0.0002913974,0.000446538,0.0003750429,0.0004479736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002520774,0.00004938321,0.7023818,0.00004193803,0.0001083713,0.00005269067,0.00002142683,5.012208e-8,0.02361895,0.0006955967,0.0003188277,0.2724589],"study_design_scores_gemma":[0.0005569655,0.0001294195,0.9550598,0.0003400535,0.0001703638,0.01066054,0.0001989175,0.00009747379,0.02214034,0.006030776,0.003863502,0.0007518537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795384,0.00007060942,0.0003965996,0.00007958195,0.007133879,0.0004139282,0.00004826978,0.000393784,0.01192488],"genre_scores_gemma":[0.9914174,0.0001349662,0.007498442,0.0001005296,0.0005576017,0.00006840059,0.00001831774,0.00006749177,0.0001368706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.271707,"threshold_uncertainty_score":0.999826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01154712830897683,"score_gpt":0.2462144341019058,"score_spread":0.2346673057929289,"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."}}