{"id":"W4362461441","doi":"10.21037/mhealth-23-5","title":"mHealth applications are they the future or another burden for our patients?","year":2023,"lang":"en","type":"letter","venue":"mHealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"mHealth; Medicine; Computer science; Medical emergency; Psychological intervention; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006320477,0.0008389573,0.001384098,0.00154566,0.01637015,0.01154339,0.002432132,0.122543,0.04547448],"category_scores_gemma":[0.03771992,0.001227856,0.002235325,0.001476734,0.005641384,0.009158853,0.004977128,0.05909698,0.02921243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008890935,"about_ca_system_score_gemma":0.02916685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04524143,"about_ca_topic_score_gemma":0.1195733,"domain_scores_codex":[0.99023,0.001761868,0.0009837248,0.0007542254,0.003140898,0.003129176],"domain_scores_gemma":[0.9659096,0.01006467,0.002317127,0.0006788796,0.005833148,0.01519661],"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":[0.00002403758,0.00005504807,0.001026408,0.00003228723,0.00000949845,0.001023746,0.0002654349,0.00001936919,0.0001267222,0.001995651,0.9874986,0.007923272],"study_design_scores_gemma":[0.00009681995,0.00009899222,0.002402377,0.0006295786,0.00003734992,0.001827564,0.002813972,0.0003160289,0.0001303864,0.008922577,0.9826179,0.0001063904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003320059,0.0003167938,0.00004535289,0.9879003,0.004305721,0.00001380139,0.00004196646,0.0000231301,0.007021049],"genre_scores_gemma":[0.001453699,0.0005182505,0.000100867,0.9724665,0.007412191,0.00002693276,0.00002286722,0.00002283266,0.01797578],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.122543,"threshold_uncertainty_score":0.1521273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0777266130654477,"score_gpt":0.4324863680282234,"score_spread":0.3547597549627757,"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."}}