{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0251272,0.001547101,0.001625192,0.002003877,0.03362866,0.019482,0.004287701,0.01720014,0.008268262],"category_scores_gemma":[0.04264677,0.001127111,0.00108925,0.001701779,0.01886353,0.02227553,0.03287186,0.02936853,0.002672865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009818209,"about_ca_system_score_gemma":0.03956123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01027671,"about_ca_topic_score_gemma":0.02656839,"domain_scores_codex":[0.9825945,0.008137872,0.0008480253,0.001289402,0.002660767,0.004469289],"domain_scores_gemma":[0.9650422,0.008569247,0.001568738,0.001395925,0.005262723,0.01816116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.000104808,0.0002051774,0.005492136,0.001723791,0.0001319345,0.008260259,0.1897308,0.0004496819,0.0008872624,0.09946509,0.4898787,0.2036705],"study_design_scores_gemma":[0.00003382447,0.0001089065,0.001911079,0.002482963,0.00004127627,0.00477423,0.4099886,0.0002756228,0.0001516418,0.09381523,0.4862974,0.0001194062],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01114364,0.02264719,0.004222469,0.9375421,0.01420909,0.00006567957,0.00003009664,0.0001337313,0.01000599],"genre_scores_gemma":[0.3719865,0.07952993,0.0331989,0.4474799,0.02864058,0.001069637,0.0001783832,0.0004831022,0.03743314],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03362866,"threshold_uncertainty_score":0.1328869,"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."}}