{"id":"W4392711414","doi":"10.54517/esp.v9i6.2150","title":"The health consequences of loneliness","year":2024,"lang":"en","type":"article","venue":"Environment and Social Psychology","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; York University","funders":"","keywords":"Loneliness; Mental health; Feeling; Psychology; Psychological intervention; Coping (psychology); Cognition; Public health; Clinical psychology; Developmental psychology; Social psychology; Medicine; Psychotherapist; Psychiatry; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008063191,0.00004390854,0.0001053273,0.00001473104,0.0007270073,0.00002614892,0.0000809796,0.0000596558,0.0001151303],"category_scores_gemma":[0.00001355908,0.00003141044,0.0000317513,0.00003999106,0.001197945,0.0000311053,0.00001440774,0.00008024641,0.00001605134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002850517,"about_ca_system_score_gemma":0.00007808486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008862251,"about_ca_topic_score_gemma":0.0003483353,"domain_scores_codex":[0.9991764,0.0001981806,0.000163664,0.0001126662,0.0001181581,0.0002308773],"domain_scores_gemma":[0.999675,0.0001934809,0.00003647915,0.00004624952,0.00000299072,0.00004581736],"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":[0.00001967788,0.0000274489,0.01029821,0.00008322123,0.00002904412,0.000003460323,0.03077278,2.450936e-7,0.00001674324,0.7867762,0.0260417,0.1459312],"study_design_scores_gemma":[0.00007017813,0.00002936196,0.04337486,0.000008046555,0.000003148656,5.083938e-7,0.005226418,0.000001353244,0.000001518637,0.01221634,0.9390243,0.00004392501],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.20738,0.02297367,0.00029137,0.7518507,0.002080136,0.0003224345,0.00001799735,0.00005316606,0.01503055],"genre_scores_gemma":[0.9809734,0.01363458,0.00003059975,0.003717327,0.0002841137,0.000008335216,0.000001433919,0.000004118544,0.001346084],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9129826,"threshold_uncertainty_score":0.5591626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05446711122427705,"score_gpt":0.4148689449774322,"score_spread":0.3604018337531551,"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."}}