{"id":"W3137189138","doi":"10.1097/iio.0000000000000352","title":"Treatment Options for Lower Eyelid Retraction in Thyroid Eye Disease","year":2021,"lang":"en","type":"article","venue":"International Ophthalmology Clinics","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon Health Network","funders":"","keywords":"Medicine; Eyelid; Ophthalmology; Eye disease; Thyroid; Dermatology; Optometry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000305953,0.000389845,0.000607854,0.001140925,0.000848605,0.0007167134,0.0004177843,0.001213417,0.006977486],"category_scores_gemma":[0.0009150599,0.0001424411,0.0009307431,0.0004565489,0.0003712621,0.0007217313,0.0005075303,0.001619757,0.001496222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000490386,"about_ca_system_score_gemma":0.0005604778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001429954,"about_ca_topic_score_gemma":0.00236942,"domain_scores_codex":[0.9998206,0.0000314283,0.00002960815,0.00001657444,0.00005763556,0.00004411126],"domain_scores_gemma":[0.9998239,0.00007158213,0.00003073909,0.000008618834,0.00001780077,0.00004747303],"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":[0.0008406481,0.0004688608,0.03066939,0.001942034,0.000252638,0.1825793,0.000663246,0.002320867,0.01482567,0.006199665,0.07380819,0.6854294],"study_design_scores_gemma":[0.0004143201,0.0008391831,0.03327724,0.003180299,0.0002864064,0.7625741,0.001468585,0.003386312,0.0062641,0.01303183,0.1751532,0.0001244458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2024151,0.5333234,0.01909545,0.0681956,0.004274587,0.0002925099,0.0006358332,0.0008093204,0.1709582],"genre_scores_gemma":[0.8566522,0.1131856,0.006846263,0.007743935,0.003276355,0.0001472455,0.0006279872,0.00009605895,0.01142449],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006977486,"threshold_uncertainty_score":0.02334207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04748396597344036,"score_gpt":0.4162267219941487,"score_spread":0.3687427560207084,"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."}}