{"id":"W3039750585","doi":"10.2147/eb.s247121","title":"&lt;p&gt;Neuro-Ophthalmological Manifestations of Obstructive Sleep Apnea: Current Perspectives&lt;/p&gt;","year":2020,"lang":"en","type":"review","venue":"Eye and Brain","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health; University of Toronto","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep (system call); Pediatrics; Ophthalmology; Audiology; Anesthesia; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003277243,0.000668131,0.00230037,0.0004313104,0.0001484248,0.00004139304,0.0003377244,0.0003636978,0.0004459231],"category_scores_gemma":[0.001953493,0.0005205097,0.0006700737,0.0008267126,0.0006957552,0.0001107789,0.0003902571,0.001255931,0.0001232536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002447404,"about_ca_system_score_gemma":0.0002068274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002747498,"about_ca_topic_score_gemma":0.00000119296,"domain_scores_codex":[0.9960768,0.0005854511,0.0008332577,0.001154872,0.0007812108,0.0005683922],"domain_scores_gemma":[0.9970963,0.001125399,0.000422951,0.000544581,0.00034444,0.000466321],"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":[0.00008661851,0.0003805981,0.0001418501,0.009419604,0.0006855775,0.001664109,0.0008473069,1.775221e-7,0.0001940138,0.006033264,0.0004962066,0.9800507],"study_design_scores_gemma":[0.001289733,0.001110731,0.004271312,0.002090611,0.001431846,0.002186876,0.0004683158,0.00009377261,0.00001223203,0.0005050936,0.985866,0.0006734681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001677791,0.9906861,0.0001549444,0.0008583554,0.000309802,0.001868475,0.0003638945,0.00007256574,0.004008041],"genre_scores_gemma":[0.006710835,0.9907632,0.0007934145,0.0000494885,0.0007341575,0.0002033678,0.0002742933,0.0001263541,0.0003448927],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9853698,"threshold_uncertainty_score":0.9997246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05021385307693849,"score_gpt":0.367249426033209,"score_spread":0.3170355729562706,"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."}}