{"id":"W3044737114","doi":"10.46692/9781447352112.004","title":"Unpaid Informal Carers: The ‘Shadow’ Workforce in Health Care","year":2020,"lang":"en","type":"other","venue":"","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shadow (psychology); Workforce; Nursing; Workforce development; Business; Labour economics; Sociology; Psychology; Economic growth; Medicine; Economics; Psychoanalysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004589028,0.0004398733,0.0004618962,0.001466414,0.009072524,0.009425803,0.001198704,0.006857787,0.01860053],"category_scores_gemma":[0.006025686,0.0004088994,0.0002575581,0.002188487,0.01950924,0.01414082,0.01091866,0.009233304,0.001427432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006400784,"about_ca_system_score_gemma":0.009347038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02339075,"about_ca_topic_score_gemma":0.02761036,"domain_scores_codex":[0.9956068,0.001895336,0.0001355543,0.0004498428,0.0006979958,0.001214453],"domain_scores_gemma":[0.993461,0.003135736,0.000538262,0.0001434428,0.0004178436,0.002303665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007864458,0.0001362599,0.007189574,0.0009818416,0.0000113906,0.001314834,0.3708861,0.00009370947,0.0002686505,0.3504649,0.1741761,0.094398],"study_design_scores_gemma":[0.00002654718,0.0001112533,0.009465062,0.004634784,0.000006860471,0.001016112,0.2459993,0.0001676337,0.00006946284,0.05959929,0.6788352,0.00006847102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.05298914,0.1047492,0.0007961632,0.7595866,0.006489821,0.00004844475,0.0001660628,0.00004307902,0.07513146],"genre_scores_gemma":[0.718109,0.08670479,0.000659828,0.1651682,0.009294048,0.0001977671,0.0001007958,0.00007082288,0.01969467],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02339075,"threshold_uncertainty_score":0.06222492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131196067265986,"score_gpt":0.2942787734697477,"score_spread":0.2811591667431491,"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."}}