{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002332708,0.0009272475,0.0004608828,0.001561882,0.001282379,0.001500047,0.0007248914,0.001993146,0.01229662],"category_scores_gemma":[0.001916035,0.0003841569,0.0006958008,0.0007913976,0.001002358,0.001931704,0.001276459,0.002268694,0.00365224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007813434,"about_ca_system_score_gemma":0.0005860204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001809095,"about_ca_topic_score_gemma":0.001489922,"domain_scores_codex":[0.9996519,0.00002578576,0.00002241177,0.0000865171,0.00009973397,0.000113698],"domain_scores_gemma":[0.9994026,0.0001365957,0.0001322305,0.0001311515,0.00005538792,0.0001420132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002374843,0.0001636904,0.009970102,0.0001497252,0.00004754531,0.9222388,0.0003525862,0.0003266173,0.01305455,0.007081138,0.004732237,0.0416456],"study_design_scores_gemma":[0.00003774282,0.0001249343,0.005929446,0.0001112368,0.00002091585,0.9721603,0.0002999597,0.0004686125,0.00199304,0.002000076,0.0168324,0.00002142995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7253423,0.02404589,0.02839752,0.0124675,0.00377983,0.000539941,0.002401259,0.001782323,0.2012434],"genre_scores_gemma":[0.9678965,0.002335847,0.004876855,0.003224652,0.0005240478,0.00005654008,0.0003431638,0.0001274493,0.02061483],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01229662,"threshold_uncertainty_score":0.04113626,"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."}}