{"id":"W2964207048","doi":"10.1371/journal.pone.0219663","title":"Health risks associated with social isolation in general and in young, middle and old age","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":234,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social isolation; Demography; Population; Isolation (microbiology); Gerontology; Cross-sectional study; Medicine; Quarter (Canadian coin); Psychology; Environmental health; Psychiatry; Geography","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":[0.0003216137,0.0002898677,0.000280881,0.001045909,0.0004811183,0.0004623691,0.0001650146,0.0003606635,0.001417112],"category_scores_gemma":[0.001145561,0.000130956,0.0003340489,0.0007260615,0.0003643543,0.0003131095,0.000953315,0.0003544188,0.000134073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002952976,"about_ca_system_score_gemma":0.0002970771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008631006,"about_ca_topic_score_gemma":0.009580691,"domain_scores_codex":[0.9996845,0.00007661658,0.00003253762,0.0000594175,0.00006585661,0.00008111316],"domain_scores_gemma":[0.9990256,0.00009527677,0.0004675169,0.00002991756,0.00007401334,0.000307708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003737236,0.00002126753,0.9978881,0.00001952204,0.00004070594,0.00006907535,0.0002123809,0.00002445621,0.0001160093,0.00001465076,0.00005358651,0.001502834],"study_design_scores_gemma":[7.645707e-7,0.0000267029,0.9996536,0.000006159587,0.000006334843,0.00005830565,0.0001643965,0.0000199663,0.00000769095,0.00001469372,0.00004006112,0.000001349509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985744,0.0006044319,0.00003545951,0.00004910316,0.000005948602,0.000006587397,0.0002795485,0.000002353621,0.0004422276],"genre_scores_gemma":[0.9994758,0.0002141707,0.00003024928,0.0000119135,0.00001141105,0.000005696521,0.0001916671,4.698698e-7,0.00005858548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008631006,"threshold_uncertainty_score":0.01716149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1015663509503203,"score_gpt":0.3231938823473869,"score_spread":0.2216275313970667,"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."}}