{"id":"W2021247880","doi":"10.1016/j.jcjo.2013.11.010","title":"Long-term effects of PAP on ocular surface in obstructive sleep apnea syndrome","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Hypopnea; Ophthalmology; Positive airway pressure; Eyelid; Continuous positive airway pressure; Internal medicine; Polysomnography; Apnea","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005282004,0.0002015536,0.0007661776,0.0007625297,0.0000456288,0.00001033645,0.0003040343,0.0002227318,0.0004333217],"category_scores_gemma":[0.001121628,0.0001847005,0.0001679844,0.0003824824,0.0003918383,0.00008920875,0.00002385882,0.00072651,0.00002861087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004333948,"about_ca_system_score_gemma":0.0003388954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001306133,"about_ca_topic_score_gemma":0.0001738306,"domain_scores_codex":[0.9979417,0.0003823122,0.0005211123,0.000239677,0.0003309918,0.0005842343],"domain_scores_gemma":[0.9977362,0.0004652527,0.000275945,0.0003482277,0.0003389987,0.0008354122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002198337,0.0000857673,0.872952,0.0002581927,0.0002322675,0.1207631,0.0002263712,0.0001271761,0.00323599,0.0003214284,0.000007528296,0.001570347],"study_design_scores_gemma":[0.00203188,0.002348933,0.8562565,0.0001848498,0.00005272686,0.1336925,0.0000422328,0.00004673699,0.004945072,0.0002711303,0.000008355915,0.000119051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946355,0.0004387532,0.00005338965,0.0002420967,0.0006696243,0.0003165876,0.00000586424,0.000002081763,0.003636121],"genre_scores_gemma":[0.9994591,0.000001242557,0.0002982785,0.00002758509,0.00007566027,0.000002536201,0.000003311146,0.00003492263,0.00009739985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01669547,"threshold_uncertainty_score":0.7531868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01416612604258086,"score_gpt":0.2807432772673525,"score_spread":0.2665771512247717,"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."}}