{"id":"W6921200214","doi":"10.6084/m9.figshare.c.7045890.v1","title":"An integrated knowledge translation (iKT) approach to advancing community-based depression care in Vietnam: lessons from an ongoing research-policy collaboration","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Mental health; Knowledge translation; Stakeholder engagement; Thematic analysis; Vietnamese; Focus group; Government (linguistics); Qualitative research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1306361,0.001145806,0.001438821,0.003395087,0.01597056,0.02277717,0.005800354,0.004665782,0.007154336],"category_scores_gemma":[0.07580177,0.001022987,0.001387879,0.005165537,0.01961848,0.01929639,0.02823227,0.0103553,0.001111845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03411916,"about_ca_system_score_gemma":0.1414687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02184438,"about_ca_topic_score_gemma":0.02405836,"domain_scores_codex":[0.8799222,0.1031004,0.003534773,0.003656561,0.004261799,0.005524316],"domain_scores_gemma":[0.8589426,0.09901258,0.003915269,0.008021311,0.01373022,0.01637804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001419445,0.001038074,0.004442209,0.004528658,0.000128628,0.003930152,0.6581346,0.001575366,0.001035867,0.09039702,0.01260392,0.2220434],"study_design_scores_gemma":[0.0001365112,0.0004394307,0.003042298,0.009132079,0.0001248301,0.0008985943,0.7432203,0.002284445,0.001008975,0.08640476,0.1532088,0.00009903106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1906512,0.01903022,0.1487831,0.4306914,0.003790688,0.008695477,0.0004552216,0.0005510546,0.1973518],"genre_scores_gemma":[0.8392767,0.009067693,0.1217295,0.01640307,0.0003975534,0.004347633,0.0002990354,0.0002573887,0.008221417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1306361,"threshold_uncertainty_score":0.6908779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2151449112973267,"score_gpt":0.4670708156712707,"score_spread":0.2519259043739439,"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."}}