{"id":"W4309714925","doi":"10.1186/s12877-022-03583-6","title":"Caring for older men and women: whose caregivers are more distressed? A population-based retrospective cohort study","year":2022,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Bruyère; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cohort; Population; Retrospective cohort study; Gerontology; Distress; Cohort study; Residence; Health care; Logistic regression; Demography; Clinical psychology; Environmental health","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":[0.0005804527,0.0001026927,0.0001683416,0.00008930181,0.001384542,0.0001117667,0.0001460211,0.00003505138,0.00005646182],"category_scores_gemma":[0.0001685104,0.0001175203,0.00005733375,0.0002909157,0.00002758929,0.00007750317,0.00007958347,0.00008768074,2.180931e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001208468,"about_ca_system_score_gemma":0.000176518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003980838,"about_ca_topic_score_gemma":0.002954335,"domain_scores_codex":[0.99866,0.0001213593,0.0001530067,0.0003169618,0.0005060274,0.0002426421],"domain_scores_gemma":[0.9993886,0.0001158709,0.0001315804,0.0001294888,0.0001606508,0.00007377638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001944405,0.00005931748,0.9759041,0.00001280021,0.00001942881,0.000002019988,0.01860384,0.00338224,0.00000278587,0.001605124,0.0003521456,0.00003671904],"study_design_scores_gemma":[0.0004270665,0.00005551448,0.8571739,0.000002481071,0.00002426092,1.258775e-7,0.1362876,0.005306342,4.023184e-7,0.0001724245,0.000402776,0.0001471597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972644,0.0000498099,0.0005190815,0.0001062537,0.0004376655,0.000967967,0.0001887101,0.00003747423,0.0004286585],"genre_scores_gemma":[0.9981697,0.000004461955,0.0001734285,0.0000420364,0.0001835942,0.0005375469,0.00006430548,0.00001581979,0.0008091619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1187303,"threshold_uncertainty_score":0.9999155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009454141750749384,"score_gpt":0.2641711191790023,"score_spread":0.2547169774282529,"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."}}