{"id":"W4313560430","doi":"10.1186/s12889-022-14835-w","title":"Making visible the cost of informal caregivers’ time in Latin America: a case study for major cardiovascular, cancer and respiratory diseases in eight countries","year":2023,"lang":"en","type":"review","venue":"BMC Public Health","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Cancer Research; Cancer Research UK; International Development Research Centre; Cancer Research Institute","keywords":"Medicine; Biostatistics; Latin Americans; Environmental health; Proxy (statistics); Health care; Public health; Informal sector; Estimation; Context (archaeology); Gerontology; Demography; Socioeconomics; Economic growth; Geography; Nursing; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001908529,0.0006059873,0.0005002381,0.001817878,0.002873207,0.001605507,0.0007838207,0.001048933,0.001379249],"category_scores_gemma":[0.004185252,0.0003062194,0.0005962964,0.00282301,0.001168544,0.001111172,0.002097038,0.0009118271,0.00007728313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003482786,"about_ca_system_score_gemma":0.001895566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05524614,"about_ca_topic_score_gemma":0.08295534,"domain_scores_codex":[0.9990718,0.0005709619,0.00005494608,0.00004714454,0.00005986994,0.000195191],"domain_scores_gemma":[0.9979399,0.0009669343,0.0005495902,0.00008429854,0.0002467645,0.0002124648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002243609,0.000626731,0.6427556,0.001111724,0.0001744566,0.08084704,0.2231014,0.0007510507,0.0007519096,0.003928415,0.003137989,0.04258931],"study_design_scores_gemma":[0.00004011207,0.000249744,0.2327052,0.00121491,0.0001837026,0.01278347,0.7350926,0.001019391,0.0002822446,0.0007503795,0.01562717,0.00005103991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9956096,0.001382615,0.0001814465,0.0007749655,0.000009407753,0.00004449287,0.00007479845,0.000002404608,0.00192038],"genre_scores_gemma":[0.9968906,0.002107624,0.000355589,0.0001797441,0.00001029876,0.00006743136,0.0000576622,0.000003265988,0.0003277587],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05524614,"threshold_uncertainty_score":0.1098492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1361183137109227,"score_gpt":0.4179758066577486,"score_spread":0.2818574929468258,"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."}}