{"id":"W4312114116","doi":"10.1136/ebnurs-2022-103645","title":"End of life may be a lonely experience, say healthcare professionals","year":2022,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Health professionals; Health care; Psychology; Nursing; Psychoanalysis; History; Medicine; Political science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005193025,0.0008522435,0.00140145,0.0006683895,0.01295249,0.006722598,0.001661544,0.06894675,0.007917016],"category_scores_gemma":[0.0349047,0.001067861,0.00133797,0.0007793345,0.00544572,0.009142875,0.004984793,0.06951123,0.003804614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004738107,"about_ca_system_score_gemma":0.01116387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01436263,"about_ca_topic_score_gemma":0.03343108,"domain_scores_codex":[0.9950171,0.001679282,0.0005874176,0.0005699205,0.001084224,0.001062112],"domain_scores_gemma":[0.982077,0.007564854,0.00145274,0.0004648717,0.002876628,0.005563961],"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":[0.00005254106,0.00006958635,0.00187224,0.0001226871,0.00002580804,0.005654962,0.002302543,0.00005744634,0.0002808211,0.003991651,0.9752179,0.01035164],"study_design_scores_gemma":[0.0001103194,0.0001169647,0.002697297,0.001211354,0.00004179737,0.008243006,0.01267794,0.0003544857,0.0001438804,0.01234582,0.961939,0.000118163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004217207,0.0006443244,0.00003836368,0.9918523,0.004862888,0.00000726118,0.000008192119,0.000006481735,0.002158422],"genre_scores_gemma":[0.003242305,0.000813289,0.0001642341,0.9801476,0.01135245,0.00002705013,0.000007735565,0.00001232103,0.004233066],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06894675,"threshold_uncertainty_score":0.03437752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2424214857967223,"score_gpt":0.4729923774500358,"score_spread":0.2305708916533135,"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."}}