{"id":"W3196585234","doi":"10.1186/s13104-021-05775-6","title":"Limitations in representative sampling of unpaid caregivers from minority ethnocultural backgrounds in a population-based survey","year":2021,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Ethnic group; Context (archaeology); Population; Scholarship; Sample (material); Demographic economics; Sociology; Gerontology; Political science; Geography; Demography; Medicine; Anthropology","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":[0.08103484,0.0007518642,0.000904358,0.002327675,0.00370589,0.002317677,0.003292516,0.0008701999,0.003929996],"category_scores_gemma":[0.1742881,0.000643218,0.0006247593,0.003785765,0.001916608,0.001903064,0.002954867,0.001127437,0.0006459056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002682343,"about_ca_system_score_gemma":0.007954579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07066025,"about_ca_topic_score_gemma":0.120813,"domain_scores_codex":[0.8867133,0.08720899,0.009226986,0.003953731,0.01093714,0.001959937],"domain_scores_gemma":[0.9284276,0.04071153,0.006809615,0.007814803,0.0131813,0.003055117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001696882,0.00109257,0.5877879,0.007721805,0.0009967526,0.001186696,0.09909906,0.002154574,0.002806015,0.02257855,0.08693429,0.185945],"study_design_scores_gemma":[0.0005355508,0.002112306,0.6536425,0.0143913,0.0008149573,0.001476916,0.1379899,0.007103718,0.004278384,0.0160733,0.1613762,0.0002050769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7148923,0.009642383,0.1075252,0.03389037,0.005618364,0.04431736,0.01722764,0.0003047608,0.06658164],"genre_scores_gemma":[0.8619641,0.002493518,0.05140606,0.01057464,0.0005935558,0.06552243,0.00237595,0.00005435084,0.005015445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08103484,"threshold_uncertainty_score":0.4285583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.446337072117489,"score_gpt":0.4667687693582412,"score_spread":0.02043169724075222,"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."}}