{"id":"W4416135955","doi":"10.1007/978-3-031-99672-6_25","title":"Non-invasive and Minimally Invasive Interventions for Rehabilitation of TED","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary","funders":"","keywords":"Rehabilitation; Psychological intervention; Disease; Eyelid; MEDLINE; Quality of life (healthcare)","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":[],"consensus_categories":[],"category_scores_codex":[0.0001060277,0.0001629178,0.0004710452,0.0002727796,0.00003508943,0.000002748069,0.00004585653,0.0003265088,0.0003933025],"category_scores_gemma":[0.0006984716,0.0001496149,0.0003522342,0.00002383102,0.0002180121,0.00002812016,0.0000379562,0.0001335946,0.000007488994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002375175,"about_ca_system_score_gemma":0.0002337031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001573204,"about_ca_topic_score_gemma":0.0001165293,"domain_scores_codex":[0.9991961,0.000006583633,0.0003796536,0.0002555875,0.00006803972,0.00009399909],"domain_scores_gemma":[0.998406,0.0008716464,0.0001583709,0.0001884033,0.000333536,0.00004203031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.007306542,0.001566665,0.05413732,0.112043,0.008027172,0.0001567516,0.004666059,0.000003410137,0.004476665,0.5946631,0.1952247,0.01772855],"study_design_scores_gemma":[0.04021926,0.0560997,0.138105,0.1082611,0.01721718,0.0004166755,0.01323269,0.0001642477,0.007108124,0.5783812,0.03727736,0.003517328],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03391435,0.001039724,0.0002512248,0.002765708,0.0002324486,0.002590374,0.000167476,0.0000327582,0.959006],"genre_scores_gemma":[0.1092257,0.0002108981,0.005813859,0.000237093,0.00003471223,0.00009842983,0.0004296296,0.00002722359,0.8839224],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1579474,"threshold_uncertainty_score":0.6101117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02576876495489609,"score_gpt":0.3174273960059262,"score_spread":0.2916586310510301,"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."}}