{"id":"W2611254259","doi":"10.1089/jpm.2016.0317","title":"Supportive Cardiology: Moving Palliative Care Upstream for Patients Living with Advanced Heart Failure","year":2017,"lang":"en","type":"article","venue":"Journal of Palliative Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital; University of Toronto","funders":"","keywords":"Medicine; Palliative care; Advance care planning; Quality of life (healthcare); Heart failure; Intensive care medicine; Health care; Assisted living; Medical emergency; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003078423,0.000260271,0.0001652538,0.0004603853,0.003543322,0.003159958,0.001184614,0.001494414,0.008465888],"category_scores_gemma":[0.01600239,0.0001721558,0.0004647968,0.000472994,0.001025499,0.002925972,0.005784345,0.002801875,0.001362579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00226875,"about_ca_system_score_gemma":0.02407768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006706585,"about_ca_topic_score_gemma":0.02901701,"domain_scores_codex":[0.9973725,0.001654315,0.000127065,0.0001228372,0.0004085044,0.0003146596],"domain_scores_gemma":[0.9929411,0.001258998,0.0006227233,0.0002189859,0.0008305887,0.004127613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001751149,0.001038561,0.03445357,0.001659786,0.00006643892,0.001553811,0.02015229,0.0004479974,0.001481693,0.007711444,0.1382182,0.7930411],"study_design_scores_gemma":[0.0004255398,0.0023836,0.1137671,0.01192008,0.0002796441,0.004840231,0.1027808,0.002005911,0.002190252,0.02300921,0.7362131,0.0001845437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.254416,0.02272496,0.01517437,0.5652627,0.006252121,0.001866765,0.0003546647,0.0008674864,0.1330809],"genre_scores_gemma":[0.8368086,0.0239982,0.06729077,0.05907318,0.002247602,0.0009016388,0.0004245637,0.0001156889,0.009139822],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.008465888,"threshold_uncertainty_score":0.02832121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06679600486492389,"score_gpt":0.4104747950053498,"score_spread":0.3436787901404259,"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."}}