{"id":"W4221106254","doi":"10.2196/35137","title":"The Effects of Using the Sun Safe App on Sun Health Knowledge and Behaviors of Young Teenagers: Results of Pilot Intervention Studies","year":2022,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Skin Protection and Aging","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Faculty of Medicine, Dentistry and Health Sciences, University of Western Australia; Cancer Council Western Australia; National Health and Medical Research Council; Curtin University of Technology; Medical Research Council; Healthway","keywords":"Sun protection; Medicine; Placebo; Intervention (counseling); Sun exposure; Young adult; Family medicine; Physical therapy; Gerontology; Environmental health; Alternative medicine; Nursing","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":[0.0004480137,0.00007829717,0.0003173972,0.0001131405,0.0002209554,0.000002015691,0.00007009855,0.0000220047,0.000003067462],"category_scores_gemma":[0.0001792434,0.00004771734,0.00006373996,0.0001833796,0.0002322527,0.00001656216,0.0001181815,0.0001940263,2.889423e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005000959,"about_ca_system_score_gemma":0.00003636926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001241856,"about_ca_topic_score_gemma":0.00004694107,"domain_scores_codex":[0.9987605,0.0004399996,0.000425698,0.0001232085,0.000122997,0.0001275792],"domain_scores_gemma":[0.9988936,0.0004667685,0.000360882,0.0001898644,0.00006709575,0.00002183422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02174157,0.01133036,0.2818099,0.03779186,0.003407054,0.0004014079,0.1768182,0.0001316806,0.1649161,0.01184173,0.03912615,0.2506839],"study_design_scores_gemma":[0.04832599,0.02342525,0.4724817,0.009294338,0.001160408,0.007675234,0.1154601,0.002562684,0.3008075,0.001231952,0.01671402,0.0008607582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918675,0.00526376,0.00003445722,0.001491243,0.0003895641,0.0007888807,0.000004176056,0.00001367055,0.0001467422],"genre_scores_gemma":[0.9995515,0.0001552674,0.00002339021,0.00006976708,0.00001313112,0.00007072122,0.000002612019,0.000008085613,0.0001055638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2498232,"threshold_uncertainty_score":0.1945857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03922677032432421,"score_gpt":0.3804089119607629,"score_spread":0.3411821416364387,"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."}}