{"id":"W4415056352","doi":"10.12927/hcq.2025.27683","title":"Social Prescribing: A Pragmatic Pathway to Address Loneliness and Mental Health in Canada","year":2025,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"ECW Press (Canada)","funders":"","keywords":"Loneliness; Mental health; Health care; Social care; Public health; Physical health; Social isolation; Mental healthcare","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002747686,0.0003042873,0.0004721264,0.0009316538,0.01337014,0.003813662,0.002137646,0.001269785,0.01102584],"category_scores_gemma":[0.007307034,0.0002721157,0.0007517178,0.001411963,0.002777947,0.001252191,0.008501611,0.00274683,0.0004643095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05165322,"about_ca_system_score_gemma":0.3683809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9388866,"about_ca_topic_score_gemma":0.9885662,"domain_scores_codex":[0.9968748,0.0008725701,0.0001432862,0.000149051,0.0007263627,0.001233881],"domain_scores_gemma":[0.9914299,0.0005609188,0.0002324056,0.0001588189,0.001226127,0.006391986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004151914,0.001765227,0.05175658,0.001926423,0.0001284848,0.002175363,0.04506246,0.0006354076,0.0009466755,0.01596065,0.185851,0.6933767],"study_design_scores_gemma":[0.0008671631,0.001021224,0.2149714,0.007605741,0.0003756727,0.001269724,0.1251981,0.00243084,0.001489569,0.01833788,0.6260992,0.0003334083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4520193,0.01241377,0.005715791,0.3267677,0.002082479,0.004968514,0.001511634,0.0005407279,0.19398],"genre_scores_gemma":[0.8992358,0.008252708,0.01829823,0.03611032,0.0003881334,0.00165321,0.0004767707,0.0001421679,0.03544268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06111342,"threshold_uncertainty_score":0.3747721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0300101922029662,"score_gpt":0.2977753814592127,"score_spread":0.2677651892562465,"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."}}