{"id":"W2800780198","doi":"10.1093/sleep/zsy061.364","title":"0365 Insomnia Subtypes Before And After Cpap Treatment Of Sleep Apnea","year":2018,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; St Mary's Hospital Centre; Dawson College; Jewish General Hospital","funders":"","keywords":"Insomnia; Polysomnography; Obstructive sleep apnea; Sleep apnea; Medicine; Sleep disorder; Sleep (system call); Apnea; Pediatrics; Anesthesia; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008885044,0.0001868167,0.00033795,0.0001743866,0.00005754615,0.00001339247,0.00007238177,0.0001036494,0.0007195795],"category_scores_gemma":[0.00005389208,0.0001397369,0.00008605617,0.0002118328,0.0004937525,0.00007955409,0.00007164674,0.00008689844,0.0001792824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001136898,"about_ca_system_score_gemma":0.00001727435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000718185,"about_ca_topic_score_gemma":0.0001729161,"domain_scores_codex":[0.9987127,0.00003975704,0.0002307327,0.0003346389,0.0003334554,0.0003487569],"domain_scores_gemma":[0.9990562,0.00002908414,0.00005753207,0.0004310446,0.0002192203,0.0002069098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001144836,0.0005024748,0.6753646,0.0001091462,0.0003090986,0.00009427343,0.002471404,1.785085e-7,0.007917482,0.000336489,0.00003405458,0.3117159],"study_design_scores_gemma":[0.004721411,0.005964607,0.9301655,0.00003487778,0.0002667899,0.00007805273,0.000358444,0.00118292,0.04728997,0.0004350403,0.009290876,0.0002114869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941963,0.0005287129,0.00007747634,0.000464894,0.0001749506,0.0004870319,0.0000252528,0.00003801899,0.004007385],"genre_scores_gemma":[0.9980063,0.00001811978,0.0008878341,0.00007368943,0.0004033028,0.00004994995,0.00001462711,0.0000335173,0.0005126839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3115045,"threshold_uncertainty_score":0.7878891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269504132084636,"score_gpt":0.2866016094359089,"score_spread":0.2739065681150625,"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."}}