{"id":"W4414555597","doi":"10.1016/j.healthpol.2025.105452","title":"Public Health Guidelines for Social Connection: An International Delphi Study","year":2025,"lang":"en","type":"article","venue":"Health Policy","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; Wilfrid Laurier University; University of Guelph; University of British Columbia; The Scarborough Hospital; University of Toronto; Carleton University; University of Victoria; Simon Fraser University","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Delphi method; Public health; Delphi; MEDLINE; International health; Social determinants of health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003980605,0.0001156057,0.0003106584,0.0003123895,0.002921646,0.0001615768,0.0003534861,0.0000827603,0.00007969005],"category_scores_gemma":[0.002384287,0.0001188798,0.00007673348,0.0005424203,0.00008901813,0.0003027195,0.00004805902,0.0001220283,0.000007535679],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178072,"about_ca_system_score_gemma":0.01054201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1788594,"about_ca_topic_score_gemma":0.1013473,"domain_scores_codex":[0.9971757,0.0005516952,0.0007229364,0.0002880427,0.0003475094,0.000914118],"domain_scores_gemma":[0.9983111,0.0001999567,0.0002227558,0.0001563452,0.000642079,0.0004677789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001577194,0.0002178522,0.01442046,0.0001316301,0.00002380376,1.887334e-7,0.0235885,0.000001447205,1.978575e-8,0.7182901,0.1506237,0.09268649],"study_design_scores_gemma":[0.0006718609,0.0001413396,0.05982045,0.00001781183,0.000001664016,2.329612e-7,0.0297192,0.00005862369,4.283886e-8,0.003338949,0.9061472,0.00008263961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009805112,0.0001913924,0.001166337,0.9782196,0.00216048,0.001433708,0.00006750568,0.0001691407,0.006786686],"genre_scores_gemma":[0.5286021,0.0006758771,0.001041129,0.4568013,0.008060207,0.0003327531,0.00005039447,0.00002060219,0.004415715],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7555234,"threshold_uncertainty_score":0.9983764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5044241111318578,"score_gpt":0.6141565760460603,"score_spread":0.1097324649142025,"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."}}