{"id":"W7117371630","doi":"10.1177/00207640251405455","title":"Social Network Connectivity and Depression Among Single Parents in Ghana: The Mediating Role of Anxiety","year":2025,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Association (psychology); Anxiety; Depression (economics); Social anxiety; Social network (sociolinguistics); Social support; Social relationship","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004749113,0.0002296991,0.0002252975,0.0004458568,0.0004341837,0.0005162393,0.0002416992,0.0002206091,0.003160802],"category_scores_gemma":[0.002402461,0.000213053,0.0002279714,0.0006969718,0.0002814265,0.0005304509,0.0005534104,0.0004118133,0.0001079034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004412495,"about_ca_system_score_gemma":0.0004800567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0179902,"about_ca_topic_score_gemma":0.02898803,"domain_scores_codex":[0.9997271,0.0001231872,0.00001754618,0.00004390996,0.00003375464,0.00005462036],"domain_scores_gemma":[0.9989064,0.0002831399,0.0005450554,0.00003187317,0.00005507363,0.0001786245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004169573,0.00004165662,0.9938391,0.00002778257,0.00004217532,0.0001796689,0.001248266,0.00002582358,0.00008719507,0.0000525744,0.0001291824,0.004284958],"study_design_scores_gemma":[0.000005449363,0.00004473899,0.9969591,0.00005622872,0.00002769263,0.0001633727,0.002341766,0.0001399714,0.00001873902,0.00006139831,0.0001793534,0.000002185916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989588,0.0004444697,0.00003987686,0.0001878471,0.000004271332,0.000004915551,0.00009729093,0.000001081827,0.0002613691],"genre_scores_gemma":[0.9995734,0.0002608059,0.00005156346,0.00001408822,0.000003118944,0.000005500778,0.0000407467,3.746359e-7,0.00005040546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0179902,"threshold_uncertainty_score":0.03577095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009139964578663824,"score_gpt":0.3183194064483007,"score_spread":0.3091794418696369,"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."}}