{"id":"W4210590638","doi":"10.1017/s0954579421001632","title":"The developmental course of loneliness in adolescence: Implications for mental health, educational attainment, and psychosocial functioning","year":2022,"lang":"en","type":"article","venue":"Development and Psychopathology","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Jacobs Foundation; King's College London; National Institute of Child Health and Human Development; National Institute for Health and Care Research; Economic and Social Research Council; South London and Maudsley NHS Foundation Trust; Medical Research Council; Canadian Institute for Advanced Research","keywords":"Loneliness; Psychosocial; Mental health; Cohort; Young adult; Longitudinal study; UCLA Loneliness Scale","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001264896,0.00007155388,0.0001273743,0.00005259135,0.002641249,0.00001931475,0.0001030932,0.00003180884,0.00002837002],"category_scores_gemma":[0.00003189349,0.00006641883,0.0000162764,0.0001554181,0.0001905278,0.00004215632,0.00004331949,0.00009217001,3.932913e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001623842,"about_ca_system_score_gemma":0.0009660387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001253994,"about_ca_topic_score_gemma":0.002115088,"domain_scores_codex":[0.9989455,0.0001412295,0.0003267615,0.0001823103,0.0001076449,0.0002965848],"domain_scores_gemma":[0.9995309,0.0001938595,0.0001224181,0.00004434527,0.00003285689,0.00007563706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007283302,0.0001143683,0.8259113,0.00003640913,0.000008788003,8.84037e-8,0.03535284,5.052634e-7,0.000005811301,0.040096,0.007093626,0.09130742],"study_design_scores_gemma":[0.0004188227,0.00001872651,0.7508984,0.00001083173,0.000001074475,0.000005346058,0.01972483,0.000001270599,8.00324e-7,0.001689987,0.2271631,0.00006686404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8268741,0.002073885,0.0001900926,0.1680424,0.001387899,0.0008028162,0.00005440597,0.00001139074,0.0005629334],"genre_scores_gemma":[0.9931709,0.0008574834,0.002146193,0.002493885,0.0001083725,0.0005505601,0.00006126226,0.000007917432,0.0006034253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2200695,"threshold_uncertainty_score":0.9986572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03410884534796029,"score_gpt":0.3813307926921395,"score_spread":0.3472219473441793,"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."}}