{"id":"W4404079719","doi":"10.1002/nop2.70081","title":"Service Users' Perspectives on Communicating Compassion in Mental Health Practice","year":2024,"lang":"en","type":"editorial","venue":"Nursing Open","topic":"Empathy and Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Compassion; Mental health; Context (archaeology); Health care; Mental health service; Nursing; Service (business); Psychology; Mental health care; Medicine; Psychotherapist; Political science; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00148274,0.0002396457,0.000571429,0.0001801753,0.0002036522,0.0001495062,0.0005059601,0.0004100993,0.0000591319],"category_scores_gemma":[0.002239774,0.0002140867,0.00005458861,0.0003877175,0.00007559288,0.0002129354,0.0001579789,0.002631895,0.000113929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002414173,"about_ca_system_score_gemma":0.002395543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00396223,"about_ca_topic_score_gemma":0.0002312762,"domain_scores_codex":[0.9976174,0.0004003591,0.0004197406,0.0005121558,0.0007428544,0.0003074411],"domain_scores_gemma":[0.9977394,0.0009412211,0.0002646275,0.0006274114,0.00018948,0.0002378124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004932453,0.001064151,0.000001410037,0.0002597803,0.00002702816,0.000007432699,0.2264161,5.349925e-7,0.000005435293,0.00009959527,0.7593761,0.01224915],"study_design_scores_gemma":[0.001060273,0.0004506512,0.00003955583,0.02280797,0.00006129316,0.00001162934,0.2930259,0.00008417379,0.000007155322,0.00004483557,0.6822727,0.0001338806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001574216,0.005016831,0.000002329748,0.230882,0.7203875,0.001840052,0.00005685764,0.00008460332,0.04015554],"genre_scores_gemma":[0.02357334,0.005162496,0.007856676,0.01147121,0.9412735,0.0002382908,0.005755462,0.0002810202,0.004388012],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.220886,"threshold_uncertainty_score":0.9996691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04550014351158546,"score_gpt":0.4666034525280359,"score_spread":0.4211033090164504,"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."}}