{"id":"W4386979653","doi":"10.1002/jad.12250","title":"Connections matter: Adolescent social connectedness profiles and mental well‐being over time","year":2023,"lang":"en","type":"article","venue":"Journal of Adolescence","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Learning Partnership; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Social connectedness; Psychology; Mental health; Context (archaeology); Well-being; Demographics; Developmental psychology; Multilevel model; Life satisfaction; Coronavirus disease 2019 (COVID-19); Clinical psychology; Social psychology; Demography; Psychiatry; Medicine; Psychotherapist","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003792973,0.000150942,0.0002719437,0.0002187969,0.0002666095,0.00003742587,0.0001565155,0.00009105301,0.001424698],"category_scores_gemma":[0.00001906774,0.0001386508,0.0001001056,0.0003067201,0.0001167711,0.000145929,0.00007132888,0.000350283,0.0009252832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000198215,"about_ca_system_score_gemma":0.000138796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000402326,"about_ca_topic_score_gemma":0.000006305086,"domain_scores_codex":[0.9986074,0.0001312991,0.0004383912,0.0002067478,0.0002624621,0.0003536966],"domain_scores_gemma":[0.9992649,0.00008947444,0.0002951725,0.0001075611,0.00007086462,0.0001720356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006473227,0.0006035694,0.7220623,0.0004225067,0.0001068548,0.0002364496,0.008322899,0.000002765557,0.01617743,0.001300357,0.2445032,0.005614319],"study_design_scores_gemma":[0.001466542,0.0001988762,0.9861735,0.0003535127,0.00003339382,0.0002814127,0.002060991,0.00005923462,0.0004815807,0.0001518085,0.008554921,0.0001841985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930314,0.0001655767,0.00005587836,0.003795465,0.001503527,0.0002304011,0.00001944038,0.00004966547,0.001148578],"genre_scores_gemma":[0.995781,0.00007997312,0.00002937758,0.001601635,0.0005323815,0.000004480612,0.000005155312,0.00002301347,0.001943003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2641113,"threshold_uncertainty_score":0.9998526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0295717687316361,"score_gpt":0.3636810764328982,"score_spread":0.3341093077012621,"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."}}