{"id":"W4405921161","doi":"10.1177/01939459241310285","title":"Informal Caregiving: Health System Cost Implications","year":2024,"lang":"en","type":"article","venue":"Western Journal of Nursing Research","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Toronto East General Hospital; Trillium Health Centre; University of Toronto","funders":"Canadian Frailty Network","keywords":"Psychology; Nursing; Gerontology; Medicine","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":[0.001842359,0.000222031,0.0002488972,0.0009088551,0.001589366,0.001554738,0.0007358869,0.0004845437,0.005836919],"category_scores_gemma":[0.01154427,0.0001034855,0.0002587879,0.001685539,0.001105838,0.0008519581,0.001138089,0.000648085,0.0001200767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01263696,"about_ca_system_score_gemma":0.009621109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3340375,"about_ca_topic_score_gemma":0.4789924,"domain_scores_codex":[0.9987337,0.000500632,0.0000817793,0.00007493405,0.0002572516,0.0003516789],"domain_scores_gemma":[0.9926537,0.002703256,0.001626887,0.0001243744,0.001767743,0.001123974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001853591,0.0001729504,0.8208995,0.000818101,0.0002355152,0.001585602,0.004068254,0.002815224,0.0002326846,0.01301245,0.01956203,0.1364123],"study_design_scores_gemma":[0.00001394132,0.00006874605,0.9698004,0.00106072,0.00009939825,0.0006298156,0.01158882,0.001329272,0.00007986509,0.006217269,0.009087612,0.00002424614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.884329,0.02123159,0.001067627,0.06362242,0.0002895911,0.0001218217,0.002760517,0.00002064988,0.02655681],"genre_scores_gemma":[0.9953439,0.003315113,0.0001317822,0.0006520819,0.00006500965,0.00001673589,0.0001462497,0.000002381681,0.00032672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3340375,"threshold_uncertainty_score":0.6641864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179116655357342,"score_gpt":0.485372143140255,"score_spread":0.3674604776045207,"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."}}