{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001075035,0.0002864726,0.0004767147,0.0008715313,0.001091061,0.0008383988,0.0004798933,0.0003995657,0.0008103989],"category_scores_gemma":[0.002162719,0.0004182376,0.0005515413,0.001584858,0.000388375,0.0007270832,0.0006921118,0.0005978796,0.0002294612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006774841,"about_ca_system_score_gemma":0.0009192239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06599349,"about_ca_topic_score_gemma":0.09270766,"domain_scores_codex":[0.9993411,0.00011732,0.00008245321,0.0001987351,0.0001345576,0.0001258726],"domain_scores_gemma":[0.9989275,0.00009130064,0.0004915589,0.000131849,0.0001698917,0.0001878269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002770872,0.00001512503,0.9988521,0.000007771691,0.00002784743,0.00007651105,0.0004018747,0.000003579725,0.00005524813,0.000007908245,0.00008755161,0.0004366621],"study_design_scores_gemma":[0.00000505328,0.00006611132,0.9978982,0.00001833605,0.00003174428,0.000217343,0.001379921,0.00002955041,0.00001570329,0.00001270511,0.0003209648,0.000004360506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985619,0.0003069677,0.00008584399,0.00004935368,0.000006800251,0.00003206076,0.0007015265,0.000002006611,0.0002535025],"genre_scores_gemma":[0.9985271,0.0003142659,0.0001367841,0.0001032918,0.00001171251,0.0000454746,0.000699021,0.000002115166,0.0001602088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06599349,"threshold_uncertainty_score":0.1312187,"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."}}