{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004342129,0.00006446795,0.0001396616,0.0004298532,0.000848068,0.0006388595,0.0003686648,0.00005734307,0.00001013685],"category_scores_gemma":[0.0001201022,0.00005794765,0.00009705829,0.0005058087,0.0002156303,0.0004144994,0.00002531495,0.0005000334,0.00002324764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001533512,"about_ca_system_score_gemma":0.001882507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001918383,"about_ca_topic_score_gemma":0.0003005964,"domain_scores_codex":[0.9977356,0.0003699091,0.0003825773,0.0001098477,0.0009632142,0.0004388355],"domain_scores_gemma":[0.9984741,0.0002817689,0.00009350302,0.0001146821,0.0007914072,0.0002445082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002996036,0.00009505457,0.005704484,0.0001999243,0.00006853842,0.00006034385,0.1096627,0.0003614349,0.0004324988,0.6019328,0.0339671,0.2474852],"study_design_scores_gemma":[0.0007647563,0.001295528,0.04989049,0.02564081,0.00005627095,0.001284484,0.3204184,0.006769915,0.00007533523,0.00801809,0.5850765,0.0007094138],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6067691,0.01306603,0.03895213,0.1474459,0.01187939,0.001251589,0.00006766879,0.0002357308,0.1803325],"genre_scores_gemma":[0.9971421,0.0001802674,0.0001276452,0.00005374714,0.001090275,0.000005213979,0.000002568771,0.00001333191,0.001384805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5939147,"threshold_uncertainty_score":0.652274,"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."}}