{"id":"W4405529169","doi":"10.1080/01676830.2024.2439329","title":"Periorbital golden threads","year":2024,"lang":"en","type":"article","venue":"Orbit","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Ophthalmology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001266569,0.00004917336,0.0000882043,0.00001802176,0.00002497252,0.00002582866,0.00005540982,0.00005092785,0.004669338],"category_scores_gemma":[0.00006726506,0.0000230112,0.00005238547,0.0001646689,0.0001272768,0.00002992009,0.00002663719,0.0001069123,0.001156296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001151769,"about_ca_system_score_gemma":0.00003735891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001597583,"about_ca_topic_score_gemma":0.00000194436,"domain_scores_codex":[0.9994403,0.000006410559,0.00007303398,0.0001580221,0.0001808555,0.0001414395],"domain_scores_gemma":[0.9997486,0.00003376115,0.000004356127,0.0000630422,0.00000886297,0.0001413301],"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":[0.0000875209,0.0003150972,0.06952861,0.0004261201,0.00009766792,0.002357367,0.000466473,2.343585e-7,0.1100312,0.05580524,0.1248503,0.6360342],"study_design_scores_gemma":[0.0002871914,0.0009418959,0.1166064,0.0003166258,0.0000533978,0.0003669588,0.0001209297,0.000597469,0.002118686,0.007603294,0.8707913,0.0001958959],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8437622,0.001629808,0.00004698493,0.01448481,0.0004376431,0.00008219136,0.000002398232,0.0001613574,0.1393926],"genre_scores_gemma":[0.9838988,0.00004562533,0.00018223,0.0006403876,0.0003877138,0.000004071108,0.000004379789,0.000002378483,0.01483445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.745941,"threshold_uncertainty_score":0.9996214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03032728372765181,"score_gpt":0.3042919334371318,"score_spread":0.27396464970948,"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."}}