{"id":"W4406814271","doi":"10.1016/j.cjca.2025.01.021","title":"Smartphones and the Smart Heart: Balancing the Risks and Benefits of Mobile Devices in Disease Prevention","year":2025,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Internet privacy; Mobile device; Medical emergency; 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":[0.004815332,0.0006911583,0.001159433,0.0008984139,0.005194057,0.005385748,0.001269976,0.05517545,0.01450651],"category_scores_gemma":[0.02383571,0.0006316198,0.00128484,0.0008108558,0.003942009,0.00643978,0.002506961,0.03457541,0.007038063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004869746,"about_ca_system_score_gemma":0.01001542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03771408,"about_ca_topic_score_gemma":0.09567566,"domain_scores_codex":[0.9940632,0.001580333,0.000624706,0.0005658718,0.002465893,0.0006999408],"domain_scores_gemma":[0.9792812,0.01185937,0.001138688,0.0003963447,0.002998885,0.004325488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000653552,0.00006837928,0.002026592,0.00007183494,0.00001706057,0.001549899,0.0004212008,0.00003635431,0.0003266629,0.004693704,0.9563604,0.03436258],"study_design_scores_gemma":[0.0001113525,0.0001300064,0.003336917,0.0006667714,0.00004128638,0.00252402,0.001787321,0.0004569185,0.0001579362,0.009406934,0.981306,0.0000745591],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004185918,0.001051872,0.00008286663,0.9907299,0.003501554,0.000007711158,0.00003226548,0.00001465734,0.004160572],"genre_scores_gemma":[0.004712674,0.002105827,0.000405524,0.9609094,0.02004525,0.00003214753,0.00002154495,0.00002024553,0.01174747],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05517545,"threshold_uncertainty_score":0.07498914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04525128474775242,"score_gpt":0.3687443863643751,"score_spread":0.3234931016166227,"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."}}