{"id":"W2108556513","doi":"10.1109/10.855937","title":"A clinically oriented video-based system for quantification of eyelid movements","year":2000,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Engineering","topic":"Facial Nerve Paralysis Treatment and Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council Canada; University of Tokyo","keywords":"Eyelid; Reproducibility; Medicine; Amplitude; Biomedical engineering; Electrooculography; Nuclear medicine; Computer vision; Computer science; Eye movement; Surgery; Mathematics; Ophthalmology; Physics; Optics; Statistics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001129759,0.0005529267,0.000492775,0.00122213,0.0002429992,0.0005206242,0.0009048156,0.0008838868,0.003684723],"category_scores_gemma":[0.001813701,0.0002503519,0.0001925353,0.0005897459,0.0002426447,0.0005421899,0.000458675,0.0005356567,0.001315301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003908845,"about_ca_system_score_gemma":0.0005180434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001395762,"about_ca_topic_score_gemma":0.00231284,"domain_scores_codex":[0.9993039,0.0001695806,0.00003297102,0.0001644932,0.0002904222,0.0000385838],"domain_scores_gemma":[0.9989402,0.0003113899,0.00008259324,0.0001050129,0.0004839949,0.00007688836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009435388,0.0003092893,0.006759325,0.0004284818,0.00005702571,0.0001290751,0.0001118802,0.001181275,0.6774337,0.000945851,0.003024849,0.3086758],"study_design_scores_gemma":[0.000656234,0.008148476,0.1271717,0.0002572911,0.000541695,0.006241603,0.0002661679,0.1482126,0.6769452,0.001639899,0.02948724,0.0004318981],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1670694,0.00166181,0.8181093,0.0001869328,0.0002262934,0.001539821,0.001472541,0.005201761,0.004532168],"genre_scores_gemma":[0.3790957,0.0009493291,0.6107068,0.0002963103,0.0001711182,0.002088786,0.001123806,0.0002005765,0.005367632],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003684723,"threshold_uncertainty_score":0.01232666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02509187269410901,"score_gpt":0.3171744443546635,"score_spread":0.2920825716605545,"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."}}