{"id":"W4395661747","doi":"10.2196/55402","title":"Mi Sleep Coach Mobile App to Address Insomnia Symptoms Among Cancer Survivors: Single-Arm Feasibility Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Breast Cancer Research Foundation","keywords":"Insomnia; Sleep (system call); Mobile apps; Physical therapy; Psychology; Medicine; Gerontology; Psychiatry; World Wide Web; Computer science","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":[0.0060061,0.001371724,0.00229077,0.0007077873,0.001429321,0.001043398,0.0009007243,0.002038306,0.005538701],"category_scores_gemma":[0.005157313,0.001005819,0.002416507,0.00038351,0.0008862831,0.001499011,0.001033715,0.002212425,0.001409531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006513434,"about_ca_system_score_gemma":0.003662544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001955931,"about_ca_topic_score_gemma":0.004875742,"domain_scores_codex":[0.9980803,0.0008354894,0.0001967574,0.0002553618,0.0003505924,0.0002814941],"domain_scores_gemma":[0.9975654,0.0006558944,0.0003973749,0.0002147358,0.000599985,0.0005665969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2735037,0.5519325,0.03425973,0.006602255,0.003916217,0.0004559024,0.002437716,0.0005846334,0.01614199,0.0002810878,0.006377072,0.1035073],"study_design_scores_gemma":[0.1186789,0.792855,0.07850315,0.0004608211,0.001956112,0.0001991035,0.001127718,0.0008378209,0.001457972,0.0002359117,0.003588114,0.00009935829],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9462277,0.0007672491,0.001578531,0.0004536135,0.0002042503,0.04804995,0.001187517,0.0001182413,0.001412926],"genre_scores_gemma":[0.8539044,0.001490991,0.01208332,0.001850432,0.000294698,0.1258014,0.001140548,0.00004629669,0.003387975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0060061,"threshold_uncertainty_score":0.03176373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06506422226452982,"score_gpt":0.4392579704445155,"score_spread":0.3741937481799856,"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."}}