{"id":"W4289856742","doi":"10.2147/opto.s350186","title":"Eyelid Warming Devices: Safety, Efficacy, and Place in Therapy","year":2022,"lang":"en","type":"review","venue":"Clinical Optometry","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Eyelid; 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":[0.001078763,0.0006394372,0.001567346,0.002132565,0.000267849,0.001394486,0.0007012058,0.001185252,0.004270819],"category_scores_gemma":[0.002231623,0.0002820015,0.001353908,0.001610177,0.0004460546,0.001151904,0.000554222,0.001172756,0.0008113338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004826404,"about_ca_system_score_gemma":0.001022569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001108795,"about_ca_topic_score_gemma":0.001736391,"domain_scores_codex":[0.9992189,0.0001620494,0.0002388697,0.00009608697,0.0002473005,0.00003678768],"domain_scores_gemma":[0.9987727,0.0008606977,0.0001769578,0.00001801436,0.0001511589,0.0000204426],"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":[0.0001785595,0.00007759466,0.0003476369,0.1102753,0.0003154712,0.0001911006,0.0001422564,0.0001768079,0.001384467,0.001714232,0.00851266,0.876684],"study_design_scores_gemma":[0.0001193606,0.0006513263,0.004440772,0.08238178,0.00203859,0.004077609,0.000369226,0.000259408,0.002029856,0.001616322,0.9019582,0.0000575873],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001718245,0.9991952,0.00003579482,0.0001047367,0.00006461194,0.0000053013,0.00001479107,0.000002306889,0.0004054431],"genre_scores_gemma":[0.001729061,0.9977678,0.0001184476,0.0001060684,0.00006834841,0.00000853144,0.00001902623,0.000001068219,0.0001815687],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004270819,"threshold_uncertainty_score":0.01428729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1263168287669907,"score_gpt":0.4787564749631316,"score_spread":0.3524396461961409,"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."}}