{"id":"W4381301703","doi":"10.1007/978-3-031-28986-6_9","title":"Social Networks, Social Support, and Health","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Loneliness; Social connectedness; Reciprocity (cultural anthropology); Social capital; Social support; Social network (sociolinguistics); Psychology; Social psychology; Sociology; Computer science; Social science","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003650723,0.0004664317,0.0002999711,0.0008695041,0.0008313206,0.002233964,0.0003872073,0.001264521,0.02314292],"category_scores_gemma":[0.0008427459,0.0001256848,0.0001961954,0.001560228,0.001449117,0.001497118,0.0007979612,0.001417973,0.00356287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001109023,"about_ca_system_score_gemma":0.001356305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006560843,"about_ca_topic_score_gemma":0.02080959,"domain_scores_codex":[0.9998668,0.00005540461,0.000003289899,0.00001007406,0.00005182864,0.00001243499],"domain_scores_gemma":[0.9997533,0.0001851105,0.0000101133,0.000007110094,0.00002545152,0.00001884556],"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":[0.000008964605,0.00003848294,0.0004359982,0.0002226667,0.000007962722,0.00004850733,0.0009651089,0.0002237948,0.00006503365,0.5250499,0.3517579,0.1211757],"study_design_scores_gemma":[0.000004396867,0.000009401799,0.001372271,0.0005962143,0.000005508631,0.0001061622,0.001132776,0.0002474092,0.00004081008,0.2344083,0.7620693,0.000007392355],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001631087,0.126263,0.002278795,0.02704487,0.003569245,0.00003611244,0.000313299,0.00005081038,0.8388129],"genre_scores_gemma":[0.05015175,0.2181995,0.00451008,0.008377709,0.006029332,0.0001973932,0.0004051942,0.00006226436,0.7120668],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02314292,"threshold_uncertainty_score":0.07742083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1132247974175987,"score_gpt":0.3977480376038728,"score_spread":0.2845232401862741,"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."}}