{"id":"W4280625290","doi":"10.12688/wellcomeopenres.17167.2","title":"MindKind: A mixed-methods protocol for the feasibility of global digital mental health studies in young people","year":2022,"lang":"en","type":"preprint","venue":"Wellcome Open Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health; The Wellcome Trust DBT India Alliance; Fondation Botnar; Comic Relief; Grand Challenges Canada; Indian Council of Medical Research; Wellcome Trust; World Health Organization","keywords":"Mental health; Psychology; Digital health; Applied psychology; Political science; Psychiatry; Health care","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1071641,0.003439859,0.004566885,0.003783246,0.007639364,0.004652559,0.003710669,0.00656189,0.1315698],"category_scores_gemma":[0.1287892,0.004429128,0.003921216,0.003388398,0.003572226,0.00416972,0.005629342,0.008211685,0.02116296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003934735,"about_ca_system_score_gemma":0.02034019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002869147,"about_ca_topic_score_gemma":0.006641189,"domain_scores_codex":[0.9371887,0.0469036,0.005538487,0.003408732,0.00372608,0.003234466],"domain_scores_gemma":[0.8942752,0.06115593,0.006583709,0.01947058,0.01477252,0.003742173],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1776195,0.04220642,0.005492197,0.05289412,0.001603041,0.001438789,0.03298235,0.006416117,0.01055614,0.03004306,0.1697726,0.4689756],"study_design_scores_gemma":[0.3517528,0.0450652,0.03130478,0.02967298,0.001388118,0.0003408194,0.01507626,0.01315637,0.01107326,0.04723199,0.4527463,0.001191088],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002198962,0.00005782192,0.005580278,0.0002219945,0.0002325677,0.989336,0.0010739,0.0002192412,0.001079203],"genre_scores_gemma":[0.0006433331,0.0000105162,0.003904017,0.00006999597,0.000008893202,0.9951917,0.00003134001,0.000009480732,0.0001306443],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8928359,"threshold_uncertainty_score":0.5667448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5373417839092988,"score_gpt":0.6844967526444373,"score_spread":0.1471549687351386,"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."}}