{"id":"W4410502646","doi":"10.1093/sleep/zsaf090.0549","title":"0549 Patient-Reported Outcomes for LEMborexant Treatment in Chinese Patients with Insomnia (PROEM): A Real-World Study","year":2025,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insomnia; Medicine; Chronic insomnia; Psychology; Psychiatry; Sleep disorder","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00195441,0.0005181407,0.000668245,0.0007566109,0.0007309992,0.0006438844,0.0004806572,0.0006760116,0.002007641],"category_scores_gemma":[0.003131967,0.0002770741,0.001293021,0.001321664,0.0004792894,0.0006553637,0.0005675404,0.0005990078,0.0002755236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000821995,"about_ca_system_score_gemma":0.0008425821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005059242,"about_ca_topic_score_gemma":0.005916605,"domain_scores_codex":[0.9987935,0.0004245009,0.000185087,0.0002375014,0.0002077959,0.0001516546],"domain_scores_gemma":[0.997084,0.0003696474,0.001524269,0.0002167411,0.0003820873,0.0004232143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002066712,0.0002941227,0.9935588,0.0001552886,0.0005481199,0.00009661416,0.0001705467,0.0000501089,0.0001696819,0.00003588232,0.0003290671,0.002524998],"study_design_scores_gemma":[0.0003851607,0.001070138,0.9971521,0.00002248642,0.0002787489,0.0001263054,0.0002069199,0.0002763903,0.0000491311,0.00002717861,0.0003867694,0.00001858149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981172,0.000444603,0.00006827201,0.00005593363,0.00001068658,0.0001065343,0.0008159114,0.000003242132,0.0003776932],"genre_scores_gemma":[0.9982871,0.0001314885,0.00008578878,0.0001005486,0.00003107828,0.0001323397,0.001103659,0.000001267652,0.0001266625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005059242,"threshold_uncertainty_score":0.01033604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00952013004964796,"score_gpt":0.3106652203583156,"score_spread":0.3011450903086676,"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."}}