{"id":"W4401508192","doi":"10.1371/journal.pmen.0000021","title":"The mental health of parent versus non-parent post-secondary students","year":2024,"lang":"en","type":"article","venue":"PLOS mental health.","topic":"Family Support in Illness","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; Western University","funders":"","keywords":"Mental health; Psychology; Developmental psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001481749,0.0002070086,0.0003339621,0.00008867782,0.001741954,0.000156687,0.0006955193,0.00006670017,0.0002822686],"category_scores_gemma":[0.00003477838,0.000165166,0.0001347856,0.0003280238,0.0003642285,0.0002229377,0.000247902,0.0003106437,0.0001684618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001707278,"about_ca_system_score_gemma":0.002073316,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01020181,"about_ca_topic_score_gemma":0.009402977,"domain_scores_codex":[0.996069,0.0003626288,0.0006982936,0.0004099289,0.001610438,0.0008497189],"domain_scores_gemma":[0.9987432,0.0002500412,0.0002108144,0.0003013069,0.00005820322,0.0004364497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001385746,0.003196113,0.03093557,0.002303675,0.0008560765,0.0000317483,0.4048162,0.000002494526,0.0003831643,0.01041338,0.2839644,0.2617115],"study_design_scores_gemma":[0.002866076,0.002696736,0.02966463,0.001219684,0.0000300068,0.000005461109,0.2338408,0.0001304735,0.0004526277,0.0002987632,0.7281375,0.0006572624],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.918066,0.009762795,0.000002339648,0.04796559,0.01444845,0.002450371,0.0008863867,0.0001821677,0.006235907],"genre_scores_gemma":[0.9932885,0.003667759,0.00005058819,0.001555398,0.0002421046,0.00008489611,0.0001777999,0.00003464467,0.0008982948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4441731,"threshold_uncertainty_score":0.9995576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04744604693120446,"score_gpt":0.3892917310875648,"score_spread":0.3418456841563604,"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."}}