{"id":"W4394978981","doi":"10.1093/sleep/zsae067.0952","title":"0952 Subjective Sleep Improvements Following Daily Theta-burst Stimulation for Treatment-resistant Depression","year":2024,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa","funders":"","keywords":"Depression (economics); Sleep (system call); Treatment-resistant depression; Stimulation; Wakefulness; Psychology; Audiology; Insomnia; Medicine; Psychiatry; Neuroscience; Anesthesia; Electroencephalography; Mood; Major depressive disorder","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003489313,0.0002104817,0.0005451703,0.0001576057,0.00008932327,0.0001383672,0.0001965899,0.0001616945,0.002170645],"category_scores_gemma":[0.0005588013,0.00007423832,0.0003056312,0.0001204951,0.0001226741,0.00009216889,0.0001184255,0.0002985226,0.0002356711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001168544,"about_ca_system_score_gemma":0.0001275395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004763855,"about_ca_topic_score_gemma":0.001282081,"domain_scores_codex":[0.9998676,0.00006239497,0.00001778837,0.00001457016,0.00002130264,0.00001632029],"domain_scores_gemma":[0.9997976,0.00005190642,0.00007094333,0.00001550709,0.00002073742,0.00004326872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1703588,0.02042733,0.04215051,0.003247848,0.002505287,0.0002584333,0.0002985679,0.001256351,0.1770948,0.0001198741,0.002703987,0.5795782],"study_design_scores_gemma":[0.04262181,0.3285248,0.6074796,0.0002514091,0.0008985781,0.0006703781,0.0002220637,0.003192354,0.01265772,0.0002259771,0.00321402,0.00004143883],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971973,0.001454643,0.0003041023,0.00005614687,0.00003350152,0.0001610736,0.0001619068,0.00003153554,0.000599884],"genre_scores_gemma":[0.9981832,0.0005968098,0.0005023506,0.00005828766,0.00002498965,0.0001863376,0.0001405949,0.000002522251,0.0003049181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002170645,"threshold_uncertainty_score":0.007261574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04466211517367052,"score_gpt":0.3375241750732735,"score_spread":0.292862059899603,"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."}}