{"id":"W4406906936","doi":"10.3390/jcm14030827","title":"Ectropion Repair Techniques and the Role of Adjunctive Superotemporal Skin Transposition for Tarsal Ectropion","year":2025,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Dalhousie University; University of Toronto; Western University; University of British Columbia","funders":"","keywords":"Ectropion; Medicine; Eyelid; Surgery; Tarsus (eyelids); 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":[0.0004360554,0.000751687,0.0003962389,0.001082495,0.0003418232,0.0005473726,0.0006077489,0.0006318839,0.003402213],"category_scores_gemma":[0.000655176,0.0001744297,0.0008672118,0.0005872902,0.0007551422,0.001129001,0.0004504412,0.00157711,0.0009433411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003168744,"about_ca_system_score_gemma":0.000468162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005427809,"about_ca_topic_score_gemma":0.001003384,"domain_scores_codex":[0.9997647,0.00002892734,0.00003384617,0.00004598984,0.00008712454,0.00003941012],"domain_scores_gemma":[0.9996549,0.0001141498,0.00009809798,0.0000372054,0.00002878978,0.00006689063],"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":[0.0005256456,0.0003765292,0.01182712,0.003356026,0.0002681426,0.04037656,0.0004039792,0.001341002,0.06405319,0.003961758,0.003688339,0.8698215],"study_design_scores_gemma":[0.0001625509,0.002262465,0.04014968,0.001107875,0.0004058391,0.8107886,0.0004048174,0.002916065,0.01878301,0.002512194,0.1203986,0.0001083127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3140917,0.5959486,0.04987432,0.004214703,0.001622119,0.0001385619,0.0001677549,0.0008068333,0.03313553],"genre_scores_gemma":[0.7648149,0.1874273,0.03746451,0.001647715,0.001616109,0.00009016431,0.000331036,0.0001478663,0.006460317],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003402213,"threshold_uncertainty_score":0.01138151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04618668007990198,"score_gpt":0.4477769819178058,"score_spread":0.4015903018379039,"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."}}