{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001226902,0.0005172256,0.002014376,0.0001628565,0.0002472583,0.000009318719,0.0001552214,0.0001782746,0.00009100312],"category_scores_gemma":[0.005125673,0.000282354,0.0001235111,0.000256824,0.0008414029,0.00003384087,0.0001755887,0.001366104,0.000005892533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002231473,"about_ca_system_score_gemma":0.0002392487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002373983,"about_ca_topic_score_gemma":0.000009258482,"domain_scores_codex":[0.9965515,0.0005684773,0.0005171354,0.0006078882,0.001411298,0.0003437416],"domain_scores_gemma":[0.9915468,0.007175273,0.0005011827,0.0003112559,0.0002016486,0.0002638649],"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":[0.005403085,0.0001353782,0.001658826,0.003182575,0.0007113543,0.0000513513,0.03334619,9.235069e-7,0.0001020351,0.0003178612,0.948151,0.006939433],"study_design_scores_gemma":[0.01989478,0.008379101,0.0002614241,0.007382959,0.0006642254,0.000004222307,0.002911686,0.0002640641,0.0001800932,0.0001476576,0.9595916,0.0003181647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.05131532,0.2405796,0.00006016833,0.03250851,0.6651796,0.005459479,0.0006023918,0.0001629481,0.004132059],"genre_scores_gemma":[0.03194638,0.07956528,0.0000738632,0.002442709,0.8815192,0.0003929359,0.002160543,0.0001612685,0.001737811],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2163396,"threshold_uncertainty_score":0.9999629,"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."}}