{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004758729,0.0002053935,0.0001980216,0.0006627048,0.0005796534,0.001143158,0.000341351,0.0003434455,0.002646661],"category_scores_gemma":[0.002116935,0.0001920223,0.0003061418,0.0005835418,0.0002491339,0.0005591955,0.0007598193,0.0007166707,0.0001836696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007076956,"about_ca_system_score_gemma":0.0006664307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0456354,"about_ca_topic_score_gemma":0.1046606,"domain_scores_codex":[0.9997594,0.00003829004,0.0000158654,0.00004560726,0.00005675871,0.00008410832],"domain_scores_gemma":[0.99849,0.0001517494,0.0006219197,0.0000585603,0.0002183479,0.0004594749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001815618,0.00003133805,0.997347,0.000007465968,0.00001979635,0.00001798844,0.0003746499,0.00002577306,0.00008146397,0.00003057639,0.00008241403,0.001963428],"study_design_scores_gemma":[3.595635e-7,0.000006915639,0.9994759,0.000007306001,0.000004209952,0.00000856197,0.0003429974,0.00003144342,0.0000197965,0.000008666184,0.00009293403,8.396971e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991419,0.00008854007,0.00003508157,0.00005896572,0.000003412829,0.000007121702,0.0002765747,0.000001837382,0.0003863779],"genre_scores_gemma":[0.9993535,0.00007358214,0.00004806638,0.000009160411,0.000002392384,0.00000825379,0.0002894365,8.328666e-7,0.0002147984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0456354,"threshold_uncertainty_score":0.09073955,"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."}}