{"id":"W4376613027","doi":"10.2196/44877","title":"Mindcraft, a Mobile Mental Health Monitoring Platform for Children and Young People: Development and Acceptability Pilot Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; National Institute for Health and Care Research; Imperial College Healthcare NHS Trust; Imperial College London; Department of Health and Social Care; Fundación Alicia Koplowitz","keywords":"Mental health; Mobile apps; Data collection; Focus group; Intervention (counseling); mHealth; Psychology; Applied psychology; Transparency (behavior); Internet privacy; Computer science; Psychological intervention; World Wide Web; Computer security; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006453227,0.0006422912,0.000741473,0.0007622238,0.0006250562,0.001100949,0.0007371886,0.000825302,0.003389809],"category_scores_gemma":[0.008310472,0.00047107,0.0007561666,0.0002778908,0.000662312,0.0009751776,0.001405196,0.0009737274,0.0005296887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005994301,"about_ca_system_score_gemma":0.001965283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003226273,"about_ca_topic_score_gemma":0.006237873,"domain_scores_codex":[0.9984145,0.0006156528,0.0001439102,0.0001704393,0.0003693476,0.0002862089],"domain_scores_gemma":[0.9959363,0.002211261,0.0002132516,0.000195825,0.0009043785,0.000539052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008135058,0.05053703,0.2796313,0.00823212,0.0004105374,0.008192292,0.1221008,0.00157685,0.06145569,0.001340029,0.01176944,0.4466189],"study_design_scores_gemma":[0.004092686,0.1624097,0.6424317,0.00194207,0.0009481245,0.007174988,0.07264777,0.005279421,0.0256404,0.0007524014,0.07632066,0.0003598968],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885256,0.0001184976,0.001811158,0.0001155633,0.00002175965,0.007035237,0.0005030148,0.0001015967,0.00176761],"genre_scores_gemma":[0.9450507,0.00100662,0.02851515,0.0004159642,0.00003937254,0.01957357,0.001218687,0.00009450649,0.00408558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006453227,"threshold_uncertainty_score":0.03412837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1413109768558949,"score_gpt":0.5149079822396802,"score_spread":0.3735970053837852,"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."}}