{"id":"W2936564915","doi":"10.1093/sleep/zsz067.305","title":"0306 Symptom Phenotype in Adults with Mild OSA","year":2019,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epworth Sleepiness Scale; Excessive daytime sleepiness; Polysomnography; Perceived Stress Scale; Physical therapy; Pittsburgh Sleep Quality Index; Psychology; Beck Depression Inventory; Population; Medicine; Sleep disorder; Clinical psychology; Insomnia; Psychiatry; Sleep quality; Stress (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001258145,0.0001342875,0.000237185,0.0001772206,0.00001936118,0.00001090234,0.0001162367,0.00007579995,0.00104058],"category_scores_gemma":[0.00004404399,0.0001028698,0.00003893023,0.0003788249,0.00006645448,0.00008632086,0.00005915707,0.0003150448,0.001433872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001464674,"about_ca_system_score_gemma":0.00003405174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001449518,"about_ca_topic_score_gemma":0.00008399221,"domain_scores_codex":[0.9986356,0.00003506107,0.0001532732,0.0003338774,0.0004553468,0.0003868175],"domain_scores_gemma":[0.9992592,0.00004074562,0.00003354877,0.0004236833,0.0001082129,0.0001345484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001412967,0.0002186317,0.9715148,0.0002133825,0.00007033272,0.000102629,0.0007449146,0.00001473047,0.00342842,0.0008535199,0.0000812107,0.02134441],"study_design_scores_gemma":[0.01199382,0.001023364,0.9763153,0.0003791864,0.0000411006,0.00003270384,0.0007548662,0.002227441,0.004769274,0.0001314854,0.002035613,0.0002958776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700638,0.0001695544,0.00002913854,0.0005139567,0.0001406049,0.0007072792,0.000004330317,0.00004510158,0.0283262],"genre_scores_gemma":[0.9983506,0.000005859025,0.0005757152,0.0001671582,0.00009587254,0.0000211675,0.00002079012,0.00003336211,0.0007294479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02828679,"threshold_uncertainty_score":0.9998726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008178106666414676,"score_gpt":0.2578969004340567,"score_spread":0.2497187937676421,"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."}}