{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3382784,0.0009442911,0.001308723,0.00735506,0.01117599,0.008462395,0.004085667,0.004264248,0.01016665],"category_scores_gemma":[0.3148498,0.001321998,0.002483837,0.007480637,0.007794024,0.007340064,0.01909849,0.00580431,0.001391243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01635125,"about_ca_system_score_gemma":0.0917044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0137332,"about_ca_topic_score_gemma":0.01961519,"domain_scores_codex":[0.6183706,0.3355607,0.02077284,0.002639875,0.01384077,0.008815192],"domain_scores_gemma":[0.6839471,0.2242495,0.006333519,0.01084928,0.06700379,0.007616883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007477282,0.002233116,0.03729868,0.009681941,0.0002278798,0.0008590554,0.4301226,0.001970939,0.001473536,0.0874885,0.07151399,0.3563821],"study_design_scores_gemma":[0.0006047942,0.001132629,0.03632758,0.02230523,0.0003012748,0.0003556994,0.7487297,0.004255689,0.00163829,0.03890136,0.1451635,0.0002843105],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3682697,0.006443934,0.1198305,0.1631515,0.002612058,0.16439,0.00380259,0.0005039552,0.1709957],"genre_scores_gemma":[0.6267763,0.003193106,0.1823344,0.01759003,0.0002139574,0.1617813,0.001257815,0.0003284035,0.006524624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3382784,"threshold_uncertainty_score":0.8160206,"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."}}