{"id":"W1969463425","doi":"10.12927/hcq.2014.24015","title":"Caring for Caregivers: Facing up to Tough Challenges","year":2014,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accountability; Best practice; Nursing; Function (biology); Unit (ring theory); Long-term care; Psychology; Caregiver burden; Public relations; Medicine; Political science; Dementia","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006294866,0.0002991772,0.0004999801,0.0002286357,0.001000623,0.00001613857,0.0002837459,0.0003521356,0.00003913902],"category_scores_gemma":[0.001070537,0.0002958348,0.0001458987,0.0001862454,0.00003417183,0.0001457367,0.00004282076,0.0004979027,0.0003029731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003274752,"about_ca_system_score_gemma":0.0002706324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001923909,"about_ca_topic_score_gemma":0.005369629,"domain_scores_codex":[0.9967512,0.0005902961,0.0006610431,0.0006225591,0.00030914,0.001065729],"domain_scores_gemma":[0.9943717,0.00204998,0.0002011254,0.0006190685,0.002273999,0.0004841746],"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":[0.0004210692,0.00002415299,0.003391729,0.00379852,0.0000615173,0.000007349418,0.4216078,0.00001010094,0.0002460615,0.05509683,0.1371293,0.3782056],"study_design_scores_gemma":[0.001480967,0.004184246,0.002755161,0.002561223,0.0000278913,0.000003712204,0.3082328,0.0001098223,0.00005818711,0.001735448,0.678262,0.0005885358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6974546,0.004089468,0.03040181,0.1106002,0.09019706,0.01383687,0.0008799528,0.001943323,0.05059669],"genre_scores_gemma":[0.9825193,0.00004461481,0.0007492231,0.0128909,0.001368222,0.0006874452,0.00007648502,0.00007044373,0.001593387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5411327,"threshold_uncertainty_score":0.9999494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1445887055446075,"score_gpt":0.4029050323424158,"score_spread":0.2583163267978083,"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."}}