{"id":"W2960768585","doi":"","title":"Characteristics of Cardiorespiratory Function During Sleep Related to Depression and Antidepressant Medication Use","year":2019,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; University of Ottawa","keywords":"Cardiorespiratory fitness; Antidepressant; Depression (economics); Antidepressant medication; Sleep (system call); Medicine; Psychology; Psychiatry; Anesthesia; Physical therapy; Anxiety; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003992228,0.0001323927,0.0002034607,0.0007172163,0.0001317742,0.0003706213,0.0001600025,0.0002506206,0.001367893],"category_scores_gemma":[0.001936953,0.00006442119,0.0003106816,0.0009304858,0.0001489208,0.0002617467,0.0001810367,0.0002099756,0.0003226902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001578376,"about_ca_system_score_gemma":0.0001428619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004617372,"about_ca_topic_score_gemma":0.0008032838,"domain_scores_codex":[0.9998274,0.00003058072,0.00004210757,0.00002956115,0.00005382256,0.00001653013],"domain_scores_gemma":[0.9988305,0.0003845776,0.0005095747,0.00004760944,0.0001744047,0.0000533175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009387117,0.00009806585,0.8491331,0.0007386318,0.0003969217,0.0006910005,0.0008184021,0.000313617,0.01391453,0.0003138178,0.002118796,0.1305243],"study_design_scores_gemma":[0.000006687786,0.0002215016,0.9953439,0.00007284382,0.0000657389,0.001180086,0.0001331046,0.000214658,0.0007472478,0.00008864961,0.001917345,0.000008227419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752572,0.01741732,0.001322351,0.0005111847,0.0001815941,0.00006048277,0.001880174,0.00002289298,0.003346843],"genre_scores_gemma":[0.9849165,0.01045388,0.001061831,0.0001731476,0.0002764219,0.00006279392,0.001407905,0.00001248691,0.001635126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001367893,"threshold_uncertainty_score":0.004576087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0228579220380155,"score_gpt":0.2840900074141753,"score_spread":0.2612320853761598,"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."}}