{"id":"W4360999314","doi":"10.3389/fdgth.2023.1165504","title":"Editorial: Education and learning for digital health","year":2023,"lang":"en","type":"editorial","venue":"Frontiers in Digital Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Digital learning; Data science; Mathematics education; Psychology; Multimedia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001288684,0.0006220489,0.001254394,0.0008563315,0.0003795533,0.0007887309,0.0004762182,0.0008917212,0.000006697101],"category_scores_gemma":[0.002711626,0.0007256064,0.0002709756,0.0005717368,0.0001783618,0.001013568,0.0002041262,0.001846695,0.0001748454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002062894,"about_ca_system_score_gemma":0.003282934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000720937,"about_ca_topic_score_gemma":0.0001223922,"domain_scores_codex":[0.9943957,0.0001531271,0.001756546,0.001308257,0.0008010133,0.001585367],"domain_scores_gemma":[0.9959797,0.001379212,0.001081237,0.0005197824,0.0002467722,0.0007932534],"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":[0.0001601169,0.0005200332,0.0002478542,0.001403626,0.00004615152,0.000001076566,0.0005411284,9.876633e-7,1.26068e-9,0.000199218,0.7010214,0.2958584],"study_design_scores_gemma":[0.001191354,0.002394612,0.0001102684,0.001717846,0.000007274823,0.000002568794,0.002180948,0.00001176257,3.24548e-8,0.007749641,0.984165,0.0004686642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0000510469,0.004450084,0.0008949195,0.001482471,0.9833381,0.002162587,0.004014208,0.0003877256,0.003218893],"genre_scores_gemma":[0.0009699524,0.0002115896,0.0005015899,0.0001794987,0.94868,0.001011665,0.010635,0.0003196446,0.03749109],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2953897,"threshold_uncertainty_score":0.9995195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01678573094194749,"score_gpt":0.3862843619924162,"score_spread":0.3694986310504687,"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."}}