{"id":"W4402986252","doi":"10.1200/op.2024.20.10_suppl.61","title":"Providing access to cognitive-behavioral therapy for insomnia in cancer care: Preliminary results of an implementation study.","year":2024,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Insomnia; Cognition; Cognitive behavioral therapy for insomnia; Cancer therapy; Cognitive behavioral therapy; Psychotherapist; Medicine; Clinical psychology; Psychology; Cancer; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01406018,0.0008427825,0.0009437676,0.001083107,0.002400008,0.001591927,0.001641007,0.00123631,0.003358141],"category_scores_gemma":[0.01761829,0.0009801054,0.001537703,0.001697158,0.00121962,0.001160539,0.001242043,0.002320825,0.0007365858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01042519,"about_ca_system_score_gemma":0.02912113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2225226,"about_ca_topic_score_gemma":0.3049663,"domain_scores_codex":[0.9931746,0.002899816,0.0004910817,0.0004199047,0.001450633,0.001564024],"domain_scores_gemma":[0.986628,0.004084949,0.001595891,0.0009358602,0.003129755,0.003625578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.0154131,0.3861663,0.2196132,0.002233723,0.000645797,0.0004446142,0.02643183,0.0006435367,0.002678525,0.0002513161,0.00515846,0.3403197],"study_design_scores_gemma":[0.02018008,0.1274528,0.8342298,0.0003868506,0.0005724062,0.00007924274,0.01074116,0.0008557294,0.0008752951,0.0001197293,0.004373959,0.0001329276],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850512,0.0001630879,0.000378479,0.0003551614,0.00003491778,0.0118236,0.0005978509,0.00004231471,0.001553611],"genre_scores_gemma":[0.9630913,0.0008775558,0.006906376,0.001270356,0.00006375029,0.02280651,0.001868147,0.00002767261,0.003088351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2225226,"threshold_uncertainty_score":0.4424546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1876921969435571,"score_gpt":0.5801645214675988,"score_spread":0.3924723245240417,"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."}}