{"id":"W2985769448","doi":"","title":"Lower Lid Transconjunctival Blepharoplasty","year":2019,"lang":"ca","type":"article","venue":"StatPearls","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Blepharoplasty; Medicine; Eyelid; 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":["insufficient_payload"],"category_scores_codex":[0.0005417371,0.0003487686,0.0006364154,0.0002372821,0.00007655387,0.00006953945,0.0001488285,0.0002732134,0.01879882],"category_scores_gemma":[0.0001459711,0.0003176943,0.0003533972,0.0003510746,0.0001198076,0.0002276302,0.00003934111,0.0005461615,0.007626332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001472977,"about_ca_system_score_gemma":0.0004351597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005444533,"about_ca_topic_score_gemma":0.000005532954,"domain_scores_codex":[0.9974963,0.0001330849,0.0005273667,0.0005295124,0.000686528,0.0006272119],"domain_scores_gemma":[0.9986176,0.000177711,0.0001182727,0.000528635,0.0002133978,0.0003444183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007268556,0.003172976,0.04669063,0.001299417,0.001393508,0.001373808,0.00668208,0.00002936984,0.1204669,0.03008097,0.5242953,0.2572464],"study_design_scores_gemma":[0.00213784,0.001073589,0.004376583,0.0004460063,0.000086642,0.00001969607,0.0003520086,0.0002003739,0.009997528,0.0003393589,0.9805162,0.0004541968],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5446514,0.001138774,0.0009475214,0.007465976,0.007052109,0.001794772,0.0002356814,0.0006230334,0.4360908],"genre_scores_gemma":[0.8695635,0.0004068563,0.000226537,0.003676079,0.0001615109,0.00001518036,0.00003395642,0.00007282657,0.1258435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4562208,"threshold_uncertainty_score":0.9999275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009899770802318908,"score_gpt":0.2668932801570998,"score_spread":0.2569935093547809,"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."}}