{"id":"W4220857790","doi":"10.1002/hpja.592","title":"Are social isolation, lack of social support or loneliness risk factors for cardiovascular disease in Australia and New Zealand? A systematic review and meta‐analysis","year":2022,"lang":"en","type":"review","venue":"Health Promotion Journal of Australia","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart Foundation of Australia","keywords":"Loneliness; Population health; Disease; Meta-analysis; Social isolation; Isolation (microbiology); Medicine; Public health; Environmental health; Bioinformatics; Nursing; Biology; Psychiatry; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0192772,0.002148836,0.01767886,0.006786846,0.0008591462,0.004104977,0.002415573,0.002714472,0.003053588],"category_scores_gemma":[0.05467382,0.001690375,0.03423618,0.007377626,0.001111927,0.002131513,0.002000988,0.001884824,0.0002305294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004397874,"about_ca_system_score_gemma":0.007530908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01837652,"about_ca_topic_score_gemma":0.0350755,"domain_scores_codex":[0.9853414,0.006037175,0.004982452,0.00138675,0.001754228,0.0004981047],"domain_scores_gemma":[0.9658053,0.02369104,0.006578288,0.0008621749,0.002620939,0.0004424081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001144709,0.00002656895,0.006425705,0.6378425,0.3404146,0.0001148188,0.0001965186,0.0002373357,0.0001122161,0.000130103,0.000645143,0.01270976],"study_design_scores_gemma":[0.0005915193,0.0002890237,0.01117861,0.09124123,0.8937278,0.0001563749,0.0001328218,0.0001751368,0.00009409599,0.0002019644,0.002169444,0.00004194638],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004573463,0.9938836,0.000219765,0.0002537172,0.0001243893,0.0003679335,0.0003839387,0.00001377646,0.0001793996],"genre_scores_gemma":[0.1591689,0.834661,0.001756737,0.001116478,0.0002671391,0.002078477,0.0006652272,0.0000215039,0.0002645387],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0192772,"threshold_uncertainty_score":0.1019488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4685055073692959,"score_gpt":0.5104728740161202,"score_spread":0.04196736664682432,"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."}}