{"id":"W4280654658","doi":"10.2196/37822","title":"An Adapted Cognitive Behavioral Stress and Self-management Intervention for Sexual Minority Men Living With HIV and Cancer Using the SmartManage eHealth Platform: Protocol and Study Design","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Cancer survivorship and care","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Center for AIDS Research, University of Washington; National Cancer Institute; National Institutes of Health; University of Miami; Sylvester Comprehensive Cancer Center, University of Miami Health Systems; Leonard M. Miller School of Medicine; Third Coast Center for AIDS Research; Northwestern University; American Cancer Society","keywords":"eHealth; Preprint; mHealth; Self-management; Intervention (counseling); Human immunodeficiency virus (HIV); Stress management; Clinical psychology; Psychology; Protocol (science); Human sexuality; Cognition; Medicine; Psychological intervention; Gerontology; Computer science; Alternative medicine; World Wide Web; Family medicine; Health care; Psychiatry","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":[0.006680807,0.001455689,0.001563475,0.0009731204,0.002283979,0.0008365091,0.001764321,0.002317629,0.02131618],"category_scores_gemma":[0.00469833,0.001136297,0.001252114,0.00072226,0.00104976,0.001053396,0.001697177,0.002102982,0.001869266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001637736,"about_ca_system_score_gemma":0.01143741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002960828,"about_ca_topic_score_gemma":0.005554035,"domain_scores_codex":[0.9969254,0.001737693,0.0003274545,0.0003003875,0.0003066257,0.0004025118],"domain_scores_gemma":[0.9983027,0.0005428215,0.000215996,0.000178367,0.0003488904,0.0004112157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1337583,0.3070767,0.01073731,0.03802715,0.0007520632,0.001537693,0.01141327,0.003595032,0.01655123,0.005706394,0.0253029,0.445542],"study_design_scores_gemma":[0.4475745,0.3273736,0.05217099,0.009875509,0.001252869,0.0004980353,0.007328396,0.004735936,0.01130513,0.004609033,0.1328173,0.0004587248],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.03176847,0.0001316579,0.001794508,0.0001563279,0.00007335923,0.9642496,0.0006959211,0.00003510318,0.001095159],"genre_scores_gemma":[0.007854408,0.0001459334,0.003562847,0.0001207943,0.00001377959,0.987828,0.00007621252,0.000001850138,0.0003961739],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02131618,"threshold_uncertainty_score":0.07130969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2557323584702404,"score_gpt":0.5392073573277745,"score_spread":0.2834749988575341,"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."}}