{"id":"W4414779921","doi":"10.1093/sleepadvances/zpaf053.167","title":"P107 Cultural differences in care for parents with a neurodegenerative disorder","year":2025,"lang":"en","type":"article","venue":"SLEEP Advances","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Likert scale; Scale (ratio); Logistic regression; Cultural diversity; Nothing; Developing country; Cross-cultural studies","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":[],"consensus_categories":[],"category_scores_codex":[0.00005236492,0.0001310732,0.0001939882,0.00007166844,0.0001072481,0.00002834285,0.0001855298,0.00004647787,0.0001022559],"category_scores_gemma":[0.00005507575,0.00008762936,0.00004166823,0.0002611586,0.000173348,0.0001530439,0.00003315012,0.0001178913,0.00001149722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002641731,"about_ca_system_score_gemma":0.00002708421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002507505,"about_ca_topic_score_gemma":0.005636854,"domain_scores_codex":[0.9989317,0.0000844262,0.0001574808,0.0003867387,0.0001229179,0.0003167563],"domain_scores_gemma":[0.9994878,0.0001667826,0.00002821427,0.0001902093,0.00008870012,0.0000383626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003859262,0.0001708823,0.9508173,0.0000733851,0.00002740583,0.000003514285,0.004202108,0.00003897844,0.00001908075,0.002720341,0.000134174,0.04140687],"study_design_scores_gemma":[0.003351266,0.0007633928,0.7862346,0.00008374661,0.00002848178,0.000001146826,0.1857873,0.0001128263,0.0004159857,0.002292584,0.020584,0.0003445992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810649,0.005062351,0.0005823949,0.0003277183,0.0003858256,0.0006258424,0.00004104529,0.00002741133,0.01188256],"genre_scores_gemma":[0.9979063,0.00003379229,0.0002175341,0.0001359719,0.00002686175,0.0005954341,0.00004743791,0.000006099049,0.001030546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1815853,"threshold_uncertainty_score":0.3573422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02533073200911592,"score_gpt":0.3737762259306031,"score_spread":0.3484454939214872,"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."}}