{"id":"W4404319767","doi":"10.1371/journal.pmen.0000113","title":"Navigating (gendered) social worlds: A qualitative exploration of Canadian young people’s social relationships and mental health","year":2024,"lang":"en","type":"article","venue":"PLOS mental health.","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Brock University","funders":"Canadian Institutes of Health Research; Brock University","keywords":"Mental health; Qualitative research; Social worlds; Sociology; Psychology; Gender studies; Social psychology; Psychotherapist; Social science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001675681,0.0001301727,0.0002430303,0.0001460062,0.003840829,0.0001195905,0.00009073722,0.0001034073,0.00005833993],"category_scores_gemma":[0.00006577788,0.0001522286,0.00007459393,0.0009568159,0.0002358702,0.0005531247,0.00002214224,0.0004145617,0.00001599866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001622524,"about_ca_system_score_gemma":0.002157742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2455702,"about_ca_topic_score_gemma":0.7969847,"domain_scores_codex":[0.997308,0.001000072,0.0004741494,0.0002643814,0.0004855931,0.0004678637],"domain_scores_gemma":[0.9992116,0.0001206647,0.0001905607,0.00004996508,0.00006447329,0.0003627484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000004764209,0.00004694649,0.001135158,0.0001569193,0.00002460888,1.219475e-7,0.9330655,1.611046e-7,0.000006107372,0.05889916,0.003392366,0.003268149],"study_design_scores_gemma":[0.0001797953,0.00005056163,0.004793467,0.0001654674,0.000006369286,7.958002e-7,0.9886553,0.0003748279,0.000001595667,0.002394081,0.003224557,0.0001531641],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6701407,0.001654657,0.0000590499,0.3195606,0.001435805,0.001418545,0.0007570136,0.0001553899,0.004818317],"genre_scores_gemma":[0.9973109,0.0005045702,0.0004727683,0.0005452455,0.0002811775,0.00004412407,0.0004392266,0.00002150586,0.000380443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5514145,"threshold_uncertainty_score":0.997456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.168674140923404,"score_gpt":0.4422910200112925,"score_spread":0.2736168790878885,"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."}}