{"id":"W4411139461","doi":"10.26689/ssr.v7i5.10725","title":"Data from China: Analysis of Research Hotspots in the Field of Digital Therapeutics in the Chinese Context (1989–2021)","year":2025,"lang":"en","type":"article","venue":"Scientific and Social Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital","funders":"","keywords":"China; Context (archaeology); Data science; Field (mathematics); Geography; Computer science","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":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.004130983,0.0007901664,0.001360603,0.04496574,0.001173973,0.001913675,0.0009196518,0.0005769721,0.005039484],"category_scores_gemma":[0.014698,0.0003136643,0.001484684,0.06413961,0.000710279,0.001458828,0.00220138,0.0003795801,0.00101043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004342962,"about_ca_system_score_gemma":0.009750822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08617844,"about_ca_topic_score_gemma":0.08476518,"domain_scores_codex":[0.9960712,0.0003602122,0.00129565,0.0004978508,0.001306703,0.0004682262],"domain_scores_gemma":[0.9797174,0.006253255,0.005578205,0.0007438196,0.006722331,0.0009850861],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007835592,0.00006755233,0.8696588,0.02184901,0.001456719,0.001595925,0.007065035,0.001693526,0.002636679,0.002537733,0.01999597,0.07065958],"study_design_scores_gemma":[0.00003420865,0.00005735999,0.9780593,0.001021785,0.0005597119,0.0003063501,0.004320474,0.0006533636,0.0007505757,0.0002884031,0.01390728,0.00004124612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7637619,0.01274622,0.00101558,0.001031578,0.00006656066,0.0005476904,0.2119528,0.0001887587,0.008688955],"genre_scores_gemma":[0.9087105,0.006018459,0.002157403,0.0002490606,0.00005171487,0.001166504,0.08004434,0.0000437229,0.001558172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.995869,"threshold_uncertainty_score":0.1713536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.291425004286351,"score_gpt":0.5980476059767955,"score_spread":0.3066226016904445,"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."}}