{"id":"W4281658866","doi":"10.2196/39007","title":"Insomnia as an Unmet Need in Patients With Chronic Hematological Cancer: Protocol for a Randomized Controlled Trial Evaluating a Consumer-Based Meditation App for Treatment of Sleep Disturbance","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Cancer survivorship and care","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Randomized controlled trial; Actigraphy; Meditation; Physical therapy; Sleep disorder; Population; Distress; Psychological intervention; Insomnia; Internal medicine; Psychiatry; Clinical psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.02700809,0.005741758,0.01101559,0.002562262,0.004968658,0.003042898,0.003460038,0.007546912,0.04771987],"category_scores_gemma":[0.02228092,0.002768181,0.006525813,0.002752356,0.003496485,0.003293875,0.00208845,0.008033344,0.007035004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004669232,"about_ca_system_score_gemma":0.01491468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003028789,"about_ca_topic_score_gemma":0.006434032,"domain_scores_codex":[0.9798366,0.01176994,0.002706526,0.001677003,0.002065351,0.001944482],"domain_scores_gemma":[0.9891675,0.002615272,0.002584409,0.001327096,0.002458222,0.001847574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9177436,0.02849526,0.0009769882,0.01238974,0.002310564,0.0002137708,0.0004128609,0.001436926,0.002109192,0.001671295,0.009183752,0.02305595],"study_design_scores_gemma":[0.9625219,0.02326542,0.001636004,0.001085889,0.0006272414,0.00003065912,0.00007933708,0.0009449213,0.0004144882,0.0007695244,0.008564218,0.0000604348],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001874786,0.0001280207,0.0005936729,0.0001275183,0.0001722021,0.9963033,0.0004263192,0.00005011805,0.0003239541],"genre_scores_gemma":[0.001559786,0.0000671972,0.0009451266,0.0001023264,0.00003021828,0.9970621,0.00006706769,0.000002275692,0.0001639425],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04771987,"threshold_uncertainty_score":0.1596389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1517438388401813,"score_gpt":0.5396861586610984,"score_spread":0.387942319820917,"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."}}