{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002204472,0.0001302669,0.0002035166,0.0003941359,0.0007653937,0.001145006,0.0002970338,0.0003559931,0.006132896],"category_scores_gemma":[0.01760867,0.0001242536,0.0003366132,0.0005862165,0.0007769535,0.0006875494,0.0008534355,0.0006541589,0.0003044768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007653145,"about_ca_system_score_gemma":0.0008737709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01199244,"about_ca_topic_score_gemma":0.009758321,"domain_scores_codex":[0.9979955,0.001130227,0.0001477253,0.0001416604,0.0003979589,0.0001868709],"domain_scores_gemma":[0.99042,0.004856026,0.002288389,0.0003072114,0.001252851,0.0008755976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009394192,0.00007721536,0.9347214,0.0001482678,0.00008904333,0.0006534214,0.04266027,0.00006637869,0.0002402724,0.000353745,0.002527863,0.0183681],"study_design_scores_gemma":[0.00001366087,0.0001085007,0.9046845,0.0002971334,0.00003456316,0.0009350919,0.08914535,0.0001371193,0.0001451553,0.0002942989,0.004183938,0.00002072644],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991896,0.0004979158,0.0001237249,0.001261547,0.00004827089,0.00001419844,0.0002244525,0.000002576713,0.005931322],"genre_scores_gemma":[0.9990676,0.0002704248,0.00007815162,0.0002608204,0.00001116689,0.00001115797,0.00007548954,0.000001922312,0.0002233491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01199244,"threshold_uncertainty_score":0.02384526,"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."}}