{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001966371,0.000346821,0.0006788611,0.001479688,0.001304284,0.00240428,0.0004631032,0.0009397226,0.003038153],"category_scores_gemma":[0.005669499,0.0001572433,0.0006477328,0.001007394,0.002092511,0.002813228,0.002480184,0.0009844032,0.000168054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009401849,"about_ca_system_score_gemma":0.001307695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097372,"about_ca_topic_score_gemma":0.002295041,"domain_scores_codex":[0.9982495,0.0009631419,0.000185887,0.0001711394,0.0002609744,0.0001693772],"domain_scores_gemma":[0.9960554,0.002603272,0.0006789598,0.00009229829,0.0003263227,0.000243788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002732311,0.0001572739,0.06901011,0.03312101,0.001430463,0.003595625,0.05617475,0.0008762094,0.001468815,0.06152264,0.02249528,0.7498746],"study_design_scores_gemma":[0.00004765375,0.0007601363,0.3235578,0.04723622,0.00128475,0.01373149,0.1367193,0.0007863897,0.001116235,0.05867679,0.4157763,0.0003069625],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2009,0.7139575,0.004564658,0.03060268,0.002875398,0.0001372215,0.0006197225,0.00004641079,0.0462964],"genre_scores_gemma":[0.7101602,0.2819052,0.001100702,0.003660377,0.001466094,0.0001170373,0.0001627574,0.00001017781,0.001417388],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003038153,"threshold_uncertainty_score":0.01039928,"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."}}