{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009210909,0.0001617793,0.0002485628,0.0006933787,0.0005285187,0.0006325922,0.0002369333,0.0002308826,0.0008891413],"category_scores_gemma":[0.00333064,0.0001755679,0.0003491247,0.0005518608,0.0003803659,0.0006653611,0.0007788727,0.0005612083,0.00006239143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003415346,"about_ca_system_score_gemma":0.0003495469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009291937,"about_ca_topic_score_gemma":0.01517123,"domain_scores_codex":[0.9996729,0.0001158166,0.000027142,0.00006073217,0.00004013202,0.00008328318],"domain_scores_gemma":[0.9985254,0.0002958135,0.0005873294,0.00008334545,0.0001624301,0.0003456583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003270067,0.00002448814,0.9970846,0.000005910908,0.00002840996,0.00004442017,0.0002767801,0.00003792266,0.000167925,0.00008706317,0.00004595737,0.002163731],"study_design_scores_gemma":[1.977198e-7,0.000009809482,0.9997308,0.000002552543,0.000002520677,0.00002503152,0.0001208227,0.00003992876,0.00001674728,0.00002228691,0.00002851341,8.368617e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989036,0.0003863157,0.0001192377,0.00009205472,0.000004141876,0.000004498266,0.0001439782,0.000001658031,0.0003444359],"genre_scores_gemma":[0.999708,0.0001075368,0.00005859954,0.000006586083,0.00000287252,0.000003796314,0.00006230795,7.508337e-7,0.00004940815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009291937,"threshold_uncertainty_score":0.01847571,"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."}}