{"id":"W4413072745","doi":"10.2196/65012","title":"Effects of Communicating Genetic Risk of Type 2 Diabetes and Wearable Technologies on Behavioral Outcomes in East Asians: Statistical Analysis Protocol for a Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wearable computer; Preprint; Randomized controlled trial; Wearable technology; Smartwatch; Type 2 diabetes; Medicine; Psychology; Applied psychology; Computer science; Diabetes mellitus; World Wide Web","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":[0.03930068,0.008421936,0.01727999,0.003201089,0.004114946,0.004990425,0.002947041,0.007823432,0.07441749],"category_scores_gemma":[0.05297475,0.002858168,0.0101557,0.004431835,0.004356285,0.004007361,0.002664985,0.009702748,0.00966289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006010583,"about_ca_system_score_gemma":0.01576693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003356256,"about_ca_topic_score_gemma":0.003860474,"domain_scores_codex":[0.962675,0.02252887,0.004803742,0.002962809,0.003298193,0.003731381],"domain_scores_gemma":[0.9742821,0.008953299,0.005407338,0.003449756,0.005635191,0.002272372],"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":[0.9391889,0.007522522,0.0009033442,0.01323048,0.004752572,0.0001359233,0.00026026,0.001775496,0.001063722,0.002766853,0.0119645,0.01643543],"study_design_scores_gemma":[0.9639217,0.01282535,0.001694596,0.002281858,0.001931202,0.00002458875,0.0001023308,0.003113007,0.0006947436,0.002227334,0.0110941,0.00008924548],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002342158,0.0002664614,0.001927849,0.0001907808,0.0004409219,0.9926958,0.001164217,0.0001902219,0.00078146],"genre_scores_gemma":[0.001474242,0.00005698609,0.001709281,0.00007174614,0.00002770376,0.9963369,0.00008494571,0.000008221966,0.0002298915],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07441749,"threshold_uncertainty_score":0.2489513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05638506479139643,"score_gpt":0.50300036620598,"score_spread":0.4466153014145836,"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."}}