{"id":"W4404754589","doi":"10.2196/59545","title":"Vientiane Multigenerational Birth Cohort Project in Lao People’s Democratic Republic: Protocol for Establishing a Longitudinal Multigenerational Birth Cohort to Promote Population Health","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Population; Medicine; Grandparent; Cohort; Context (archaeology); Public health; Demography; Environmental health; Gerontology; Geography; Psychology","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":[0.02096888,0.001899572,0.001412417,0.002645948,0.003961512,0.001669102,0.002534711,0.001589402,0.03653873],"category_scores_gemma":[0.01853345,0.001866342,0.001055234,0.002339266,0.0007584507,0.001623774,0.002185452,0.002743001,0.007173794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003382236,"about_ca_system_score_gemma":0.01637157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02650902,"about_ca_topic_score_gemma":0.04239731,"domain_scores_codex":[0.9937031,0.003449869,0.0009606985,0.0008817471,0.0004458188,0.0005588452],"domain_scores_gemma":[0.9909614,0.001668974,0.0008277899,0.002161044,0.003446585,0.0009342486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01204181,0.003588481,0.08018059,0.007249891,0.0005703302,0.001805628,0.007401687,0.002350281,0.004103575,0.02165012,0.7550841,0.1039736],"study_design_scores_gemma":[0.01461972,0.003473589,0.2567105,0.008634182,0.0004323897,0.0007544887,0.006132284,0.005290926,0.003365002,0.01029815,0.6898834,0.0004055709],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0210557,0.0006015148,0.0231788,0.001438412,0.0008449445,0.7642205,0.1720826,0.0006668787,0.0159106],"genre_scores_gemma":[0.01335095,0.0003474787,0.01704661,0.0005757245,0.00008867399,0.9405637,0.02430535,0.00004779694,0.003673717],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03653873,"threshold_uncertainty_score":0.1222342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2582140524993781,"score_gpt":0.5890691933133102,"score_spread":0.3308551408139321,"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."}}