{"id":"W7065673416","doi":"","title":"The Effects of Microbial Ecosystem Therapeutic-2 on Sleep Disturbances in Individuals with Major Depressive Disorder","year":2023,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Mood; Placebo; Population; Sleep (system call); Major depressive 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":[0.0003070274,0.0001788875,0.0003455878,0.0001083618,0.0001347109,0.0002378232,0.0001496275,0.0002444189,0.00162339],"category_scores_gemma":[0.0005119155,0.00009342561,0.000328065,0.00007863576,0.00009029795,0.0001154241,0.0001960594,0.0003973205,0.0001584666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001540527,"about_ca_system_score_gemma":0.0002540171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003970994,"about_ca_topic_score_gemma":0.001910211,"domain_scores_codex":[0.9998913,0.00005195461,0.00001206924,0.0000133128,0.00001636939,0.00001512636],"domain_scores_gemma":[0.9998783,0.00002977103,0.0000435133,0.000004423528,0.00001248017,0.00003149245],"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":[0.2297471,0.02299242,0.02515382,0.004200672,0.001712929,0.0002078235,0.0006674427,0.0007492875,0.07160547,0.0002377889,0.002046271,0.6406788],"study_design_scores_gemma":[0.06051151,0.5975737,0.3081667,0.0008838129,0.002094171,0.0005620962,0.0007077212,0.001629416,0.01950432,0.0002529816,0.00806714,0.00004640536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994655,0.004192495,0.00007548361,0.000217635,0.00004772506,0.00008355823,0.00008806138,0.00001129093,0.0006288169],"genre_scores_gemma":[0.9935592,0.003952947,0.0007947638,0.0002798433,0.00005710832,0.0001667266,0.0001184239,0.000002281502,0.001068705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00162339,"threshold_uncertainty_score":0.005430758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003142128788088616,"score_gpt":0.1927761869621021,"score_spread":0.1896340581740135,"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."}}