{"id":"W3030743920","doi":"10.1093/sleep/zsaa056.1074","title":"1078 Sleep Problems In Posttraumatic Stress Disorder (PTSD) In A Nationally Representative Us Sample Before And After Controlling For Comorbid Depression: Results From A Nationally Representative US Sample","year":2020,"lang":"en","type":"article","venue":"SLEEP","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Depression (economics); Insomnia; Psychiatry; Ambulatory; Comorbidity; Diagnosis code; National Comorbidity Survey; Medicine; Psychology; Population; Internal medicine","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":[0.001416225,0.0002913167,0.0004507058,0.001083932,0.0006290181,0.0007465848,0.0007240456,0.0006585738,0.001516622],"category_scores_gemma":[0.003373719,0.0005523165,0.001115066,0.001713172,0.0003011321,0.0006564254,0.001000552,0.0007911828,0.0004307938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005001585,"about_ca_system_score_gemma":0.0005895105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03127243,"about_ca_topic_score_gemma":0.0394417,"domain_scores_codex":[0.9986132,0.0005142844,0.000200051,0.00030872,0.0002306698,0.0001329831],"domain_scores_gemma":[0.9982173,0.0002586601,0.0007311653,0.0002138042,0.0003490938,0.0002300163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002545721,0.00004421605,0.9988112,0.000009889229,0.000116627,0.00001327208,0.00006234974,0.00002334495,0.00004336584,0.000005208087,0.0002741869,0.0005707574],"study_design_scores_gemma":[0.000003849263,0.00003152246,0.9995459,0.000005470014,0.00002535607,0.00003382714,0.0001817754,0.00006873466,0.00001306028,0.000003836802,0.00008500461,0.000001665319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961707,0.0001736516,0.0001299217,0.00007025572,0.00001435503,0.00004250039,0.003015624,0.000008039283,0.0003750464],"genre_scores_gemma":[0.994863,0.0001640039,0.000302423,0.0001127771,0.00001987329,0.0001029303,0.004217897,0.000006613391,0.0002104888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03127243,"threshold_uncertainty_score":0.06218082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07683774385616317,"score_gpt":0.4205443482007454,"score_spread":0.3437066043445823,"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."}}