{"id":"W4386084923","doi":"10.1002/ejhf.3002","title":"Is Palliative Care in Heart Failure Patients Coming Up?","year":2023,"lang":"en","type":"letter","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Specialty; Palliative care; Radiological weapon; Public health; Family medicine; Surgery; Nursing","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":[0.004202543,0.0004706277,0.001213449,0.000830176,0.006176978,0.004872406,0.001243074,0.04417487,0.01006049],"category_scores_gemma":[0.03244451,0.0005456762,0.001054926,0.001091985,0.002989109,0.005585039,0.002431182,0.03920048,0.003409239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004716135,"about_ca_system_score_gemma":0.008849082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007878846,"about_ca_topic_score_gemma":0.0182818,"domain_scores_codex":[0.9957899,0.001715553,0.0005505316,0.0002772244,0.0007799999,0.0008866841],"domain_scores_gemma":[0.9823606,0.005558232,0.001321559,0.0003147465,0.002248428,0.008196392],"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":[0.0001561115,0.0001657377,0.007402777,0.0001599984,0.00004048036,0.01309997,0.001010076,0.0001213,0.0001968308,0.005315256,0.9509336,0.02139792],"study_design_scores_gemma":[0.000502985,0.0003429392,0.01451441,0.003395429,0.0001110906,0.02274531,0.006736411,0.0009074475,0.0001987384,0.02561861,0.9247276,0.0001990958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0007519925,0.0008863139,0.00002772072,0.9900446,0.005776299,0.000004646991,0.00001420519,0.000004773497,0.002489495],"genre_scores_gemma":[0.01397132,0.002932619,0.0002425914,0.9373279,0.04057776,0.00004200404,0.00003142027,0.00001781539,0.004856725],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.04417487,"threshold_uncertainty_score":0.03421807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02793282794137025,"score_gpt":0.2786666864901847,"score_spread":0.2507338585488145,"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."}}