{"id":"W3022584035","doi":"10.2196/15711","title":"The Feasibility and Acceptability of Using a Wearable UV Radiation Exposure Monitoring Device in Adults and Children: Cross-Sectional Questionnaire Study","year":2020,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Institute of Biomedical Imaging and Bioengineering; National Cancer Institute; National Institutes of Health; Huntsman Cancer Institute; American Cancer Society","keywords":"Medicine; Wearable computer; Psychological intervention; Ultraviolet radiation; Nursing; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001535454,0.00008331589,0.0001842043,0.00004341364,0.000125026,0.00002281164,0.00003630793,0.00006653172,0.00000929176],"category_scores_gemma":[0.0001375251,0.00006883121,0.0000223831,0.0001396947,0.0000939536,0.00006794255,0.00005663709,0.0001469757,7.60822e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005593988,"about_ca_system_score_gemma":0.00002921892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001469188,"about_ca_topic_score_gemma":0.0001092022,"domain_scores_codex":[0.9990987,0.0001279497,0.0002998236,0.0002476596,0.0001114662,0.0001144237],"domain_scores_gemma":[0.9996149,0.00005083023,0.00008650224,0.000129795,0.00005512953,0.00006283879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004737627,0.0001193421,0.9931512,0.0001245155,0.00002250325,0.00001307132,0.000957954,0.00001628703,0.0000864242,0.000006815894,0.000001959576,0.005026205],"study_design_scores_gemma":[0.001769308,0.000195322,0.9956356,0.00001971943,0.00001371771,0.0003993742,0.0006859402,0.001025854,0.0001655414,0.000022534,0.00001636411,0.00005067467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975251,0.0009324118,0.00002024122,0.0003550712,0.00009846002,0.001015474,0.00000135656,0.00002827747,0.00002362065],"genre_scores_gemma":[0.9997568,0.00005621471,0.00005249602,0.00004299047,0.0000513403,0.00003036331,9.582424e-7,0.000005778661,0.000003024428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00497553,"threshold_uncertainty_score":0.2806855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0300028505024527,"score_gpt":0.3290165917486602,"score_spread":0.2990137412462074,"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."}}