{"id":"W4309166495","doi":"10.1177/02692163221135223","title":"Loneliness, its effect on mental and physical health, and the dying","year":2022,"lang":"en","type":"editorial","venue":"Palliative Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Loneliness; Medicine; Mental health; Gerontology; Physical health; Psychiatry","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":[0.0100844,0.004329337,0.005481045,0.003983388,0.006016591,0.009944016,0.004495109,0.02551871,0.01020786],"category_scores_gemma":[0.03873472,0.001593465,0.003456665,0.002666317,0.004075288,0.005169526,0.002285274,0.02604594,0.004534528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004144281,"about_ca_system_score_gemma":0.005068566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006258789,"about_ca_topic_score_gemma":0.0184436,"domain_scores_codex":[0.9947646,0.001677068,0.0007040417,0.0004518492,0.002148017,0.0002543895],"domain_scores_gemma":[0.9585564,0.02944358,0.001421931,0.0006033612,0.007253539,0.002721133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004240287,0.00001921993,0.00004231629,0.0007810555,0.00004445948,0.0001195996,0.00005854945,0.00001938778,0.00001933992,0.0004401485,0.9931163,0.005297196],"study_design_scores_gemma":[0.0001888199,0.00007668741,0.001122027,0.004423811,0.0003205203,0.0005915507,0.0004858261,0.0002061357,0.00006106723,0.00275991,0.9897059,0.00005765321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003330774,0.02124906,0.00004143121,0.03412944,0.9432575,0.00001524208,0.00003599647,0.00001358023,0.001224419],"genre_scores_gemma":[0.0004879484,0.01285634,0.00005015515,0.01759931,0.9647619,0.00003065162,0.00001684537,0.00001338017,0.004183492],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02551871,"threshold_uncertainty_score":0.05333197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06860105957445607,"score_gpt":0.4343158165829648,"score_spread":0.3657147570085088,"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."}}