{"id":"W7042634154","doi":"","title":"Predicting Response to Stepped-Care Cognitive Behavioral Therapy for Insomnia (CBT-I) Using Pre-Treatment Heart Rate Variability (HRV) in Cancer Patients","year":2023,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université Laval","keywords":"Insomnia; Heart rate variability; Cognitive behavioral therapy for insomnia; Worry; Heart rate; Sleep diary; Randomized controlled trial; Cognitive behavioral therapy; Cognition","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":[0.0007184604,0.0001899388,0.000307604,0.0001737644,0.0002507267,0.0002570586,0.0002689296,0.0003484966,0.001029705],"category_scores_gemma":[0.00210082,0.0001448826,0.0004891356,0.0002032193,0.00009120315,0.0002083119,0.0002562699,0.0004985088,0.000151212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003206661,"about_ca_system_score_gemma":0.0003359275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003348089,"about_ca_topic_score_gemma":0.00773899,"domain_scores_codex":[0.9997203,0.00009485925,0.00003259543,0.00005912174,0.00005480104,0.00003823715],"domain_scores_gemma":[0.9992644,0.0001285123,0.0003574728,0.00003618909,0.00009465518,0.0001186858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001335462,0.0008845626,0.9818268,0.00005833507,0.0001951564,0.00001956895,0.0001697313,0.0001323379,0.0007223732,0.000008037279,0.0002029925,0.01444472],"study_design_scores_gemma":[0.00006146319,0.001150524,0.9981707,0.00001095756,0.00004364778,0.00002184597,0.00006633605,0.0002859748,0.00009091324,0.000007654301,0.00008680233,0.000003332907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993966,0.0001694524,0.00006497202,0.00004354044,0.000007014107,0.00002877103,0.0001353743,0.000003233461,0.0001510783],"genre_scores_gemma":[0.9991884,0.00008144759,0.0002368723,0.00004985168,0.000007913065,0.00003800184,0.0002730734,8.742953e-7,0.0001236868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003348089,"threshold_uncertainty_score":0.006657183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04817182306945463,"score_gpt":0.3845263065873895,"score_spread":0.3363544835179349,"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."}}