{"id":"W1972763096","doi":"10.1016/j.brat.2009.06.009","title":"Relationships between personal beliefs and treatment acceptability, and preferences for behavioral treatments","year":2009,"lang":"en","type":"article","venue":"Behaviour Research and Therapy","topic":"Sleep and related disorders","field":"Psychology","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"National Institute of Nursing Research; National Institutes of Health; U.S. Department of Veterans Affairs","keywords":"Psychological intervention; Psychology; Perception; Insomnia; Clinical psychology; Logistic regression; Randomized controlled trial; Set (abstract data type); Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003932952,0.0001730167,0.0001986027,0.0001573116,0.0005463989,0.00009271198,0.00007103952,0.0002199113,0.0001763187],"category_scores_gemma":[0.000009155317,0.0001257274,0.00004442293,0.000120157,0.0002852122,0.00009617903,0.00001675409,0.0002526104,0.000005158889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003613166,"about_ca_system_score_gemma":0.00002896283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005740842,"about_ca_topic_score_gemma":0.00007938511,"domain_scores_codex":[0.9985612,0.0002307268,0.0001644129,0.0004414621,0.0001869417,0.0004152304],"domain_scores_gemma":[0.9992693,0.0002411424,0.0000309514,0.000156481,0.000065555,0.0002365675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002150719,0.0007642799,0.6381705,9.410733e-7,0.00009853305,0.000002771377,0.004327619,7.181539e-9,0.00002604223,0.0002146856,0.00007987302,0.3560996],"study_design_scores_gemma":[0.004748643,0.006134784,0.9810783,0.000006286963,0.0000676586,0.000007285122,0.00277833,0.000001181119,0.00006037518,0.004352327,0.0006333255,0.0001315143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895797,0.008000666,0.000003721893,0.0005661065,0.00003228541,0.001057484,0.00006417515,0.00003170706,0.0006641217],"genre_scores_gemma":[0.9951311,0.003320222,0.00009939507,0.00001104676,0.00006556369,0.000202011,0.00006765708,0.00001387793,0.001089126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3559681,"threshold_uncertainty_score":0.5127016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2857141100381448,"score_gpt":0.4668756487141849,"score_spread":0.18116153867604,"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."}}