{"id":"W4407945422","doi":"10.1002/hsr2.70529","title":"Aging in Bangladesh: A Wake‐Up Call for Elderly Care Solutions","year":2025,"lang":"en","type":"article","venue":"Health Science Reports","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; University of Alberta","funders":"","keywords":"Wake; Medicine; Gerontology; Psychology; Intensive care medicine; Engineering; Aerospace engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00458416,0.0005705957,0.0007030168,0.001001251,0.001880683,0.003703345,0.001246198,0.003963759,0.01234686],"category_scores_gemma":[0.006347006,0.0002343994,0.0006864282,0.001506738,0.002065343,0.006818363,0.003822517,0.004032704,0.001938922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003682807,"about_ca_system_score_gemma":0.01361993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01028918,"about_ca_topic_score_gemma":0.01881551,"domain_scores_codex":[0.9984034,0.0006751862,0.0002732112,0.0001297249,0.0003077387,0.0002106815],"domain_scores_gemma":[0.9941491,0.002328612,0.0004787294,0.000198297,0.00178486,0.00106027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001401681,0.0001195065,0.00747105,0.02756684,0.0001183195,0.004785865,0.01636292,0.0002039878,0.002391395,0.0365515,0.3249573,0.5793312],"study_design_scores_gemma":[0.00002456898,0.0001493165,0.005595393,0.0210135,0.00008602783,0.00220903,0.03895281,0.00008366907,0.0002569005,0.01520947,0.916361,0.00005834351],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006766003,0.4406706,0.0009143599,0.530145,0.006211525,0.00008099355,0.000403397,0.00004898061,0.01475917],"genre_scores_gemma":[0.0809145,0.8050238,0.003254086,0.09844637,0.003167952,0.0001888868,0.0003895052,0.00002944726,0.008585327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01234686,"threshold_uncertainty_score":0.04130435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02875716605337647,"score_gpt":0.3794011871039277,"score_spread":0.3506440210505513,"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."}}