{"id":"W4360839135","doi":"10.1016/j.sleep.2023.03.021","title":"The Dysfunctional Beliefs and Attitudes about Sleep scale: Dimensions of the European Portuguese DBAS-30 and development of a new short version (DBAS–SF–16)","year":2023,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Dysfunctional family; Insomnia; Psychology; Learned helplessness; Clinical psychology; Scale (ratio); Psychiatry; Medicine","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":[0.0008063967,0.0001685127,0.0002282058,0.0001166267,0.0003065361,0.000004144606,0.0001878099,0.00008927185,0.0003290826],"category_scores_gemma":[0.0001012868,0.00008260327,0.00004271431,0.0003709276,0.0005862595,0.00002899982,0.0001892833,0.0002252225,0.00005900954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001950595,"about_ca_system_score_gemma":0.00004205665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000133521,"about_ca_topic_score_gemma":0.000105489,"domain_scores_codex":[0.9984739,0.0001456712,0.0004428056,0.0002863921,0.000391522,0.0002596609],"domain_scores_gemma":[0.9991048,0.00022357,0.0001212268,0.000344205,0.00006313327,0.0001430867],"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":[0.0002867896,0.0003150165,0.2023887,0.00007558067,0.00170498,0.00002761643,0.01652038,0.0000489243,0.002217646,0.0006343671,0.118725,0.657055],"study_design_scores_gemma":[0.002372553,0.0001598384,0.9588853,0.0002341004,0.0002070238,0.00001910519,0.003191667,0.00003280471,0.0001002508,0.0001268978,0.03453846,0.000131988],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633825,0.0111073,0.0001635432,0.004505445,0.002056666,0.0004434613,0.00000795608,0.00007438575,0.01825875],"genre_scores_gemma":[0.9956036,0.001367019,0.0000630602,0.0002900961,0.0001668382,0.000007519148,0.00003673662,0.0000281594,0.002436942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7564966,"threshold_uncertainty_score":0.3603224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02071133073750085,"score_gpt":0.2797072623829785,"score_spread":0.2589959316454776,"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."}}