{"id":"W4416181540","doi":"10.2196/69749","title":"Implementing Digital Tools for Mental Health Support in Young Individuals in Colombia: Mixed Methods Feasibility Study","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fondation Botnar; Pontificia Universidad Javeriana","keywords":"Mental health; Psychological intervention; Digital health; Bridging (networking); Health care; mHealth; Sample (material); Scale (ratio)","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":[0.007577346,0.0005782637,0.0007181803,0.001399111,0.002598134,0.001847962,0.0008897705,0.000800925,0.003411933],"category_scores_gemma":[0.008226748,0.0005748574,0.0007788716,0.0006998075,0.0009443514,0.001159758,0.002266003,0.00080897,0.0002895692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002974525,"about_ca_system_score_gemma":0.006226521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01363211,"about_ca_topic_score_gemma":0.04440985,"domain_scores_codex":[0.9966909,0.001852181,0.0003044204,0.0002599456,0.0002946494,0.0005978821],"domain_scores_gemma":[0.9952154,0.002422653,0.0006692014,0.0002623994,0.0008256177,0.0006046322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002107149,0.01429033,0.30774,0.009976461,0.0002192613,0.004337391,0.4016255,0.0002892129,0.005065361,0.001887489,0.003760019,0.2487018],"study_design_scores_gemma":[0.000785601,0.008759529,0.3661325,0.004277889,0.0003823386,0.000914312,0.5935112,0.0008533736,0.001624612,0.001074282,0.02151526,0.0001690839],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989372,0.0005886615,0.0009731383,0.0003091099,0.00003010796,0.006173169,0.0002975704,0.00001407261,0.002242215],"genre_scores_gemma":[0.9723904,0.001396567,0.008691204,0.0007015399,0.00003683653,0.01543192,0.0002665568,0.000008671524,0.00107619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01363211,"threshold_uncertainty_score":0.04007334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2278603573826056,"score_gpt":0.6349961326328324,"score_spread":0.4071357752502268,"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."}}