{"id":"W4391528615","doi":"10.1371/journal.pgph.0002867","title":"Interdisciplinary perspectives on digital technologies for global mental health","year":2024,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Charité – Universitätsmedizin Berlin; Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft","keywords":"Mental health; Equity (law); Context (archaeology); Globe; Health care; Engineering ethics; Adaptation (eye); Public relations; Knowledge management; Business; Political science; Engineering; Computer science; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005463465,0.0003880574,0.0004999138,0.0001942126,0.0004685891,0.0006015844,0.0005641378,0.0001674207,0.0001039175],"category_scores_gemma":[0.0001411871,0.0003586305,0.0003374981,0.0009310402,0.0002783018,0.0006974581,0.000464655,0.0003133785,0.0008827103],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005609664,"about_ca_system_score_gemma":0.0008664701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006946413,"about_ca_topic_score_gemma":0.00009177301,"domain_scores_codex":[0.9959397,0.0001220726,0.000882346,0.001079447,0.0004376433,0.001538833],"domain_scores_gemma":[0.9984864,0.0001039255,0.000196452,0.0005566569,0.00008251343,0.0005740456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009667403,0.002090698,0.0002824743,0.0004039859,0.0001914198,0.000009430593,0.001813146,1.742072e-7,8.152495e-8,0.502397,0.1468535,0.3458614],"study_design_scores_gemma":[0.003485424,0.03067929,0.00587328,0.003508706,0.00002808925,0.0006836008,0.1720881,0.000601513,0.000005823784,0.255621,0.5258404,0.001584703],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02591337,0.01800693,0.003201883,0.8007533,0.006806053,0.004295712,0.01958165,0.004790874,0.1166502],"genre_scores_gemma":[0.9959246,0.00003339178,0.0003810341,0.001621166,0.0001887721,0.0004550565,0.0003963556,0.00004288489,0.000956725],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9700112,"threshold_uncertainty_score":0.9998952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06452549428314053,"score_gpt":0.4386607437062799,"score_spread":0.3741352494231394,"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."}}