{"id":"W2904049753","doi":"10.1136/bmjspcare-2018-001626","title":"Utility of the Seattle Heart Failure Model for palliative care referral in advanced ambulatory heart failure","year":2018,"lang":"en","type":"article","venue":"BMJ Supportive & Palliative Care","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Referral; Heart failure; Ambulatory; Palliative care; Ejection fraction; Emergency medicine; Ambulatory care; Internal medicine; Intensive care medicine; Health care; Family medicine; 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":[0.01010654,0.001177252,0.0007828507,0.002416249,0.0003337564,0.001258851,0.001004963,0.0007933018,0.0014908],"category_scores_gemma":[0.04145273,0.0002574422,0.001279252,0.0008088324,0.00037531,0.0007753134,0.0008821053,0.0007330271,0.0002868579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007545879,"about_ca_system_score_gemma":0.001377792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008179175,"about_ca_topic_score_gemma":0.004380153,"domain_scores_codex":[0.9966072,0.002524452,0.0001724535,0.0002583437,0.0002833465,0.0001541222],"domain_scores_gemma":[0.9726301,0.02214385,0.002099612,0.0007144527,0.001604865,0.0008071864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001098313,0.0002640061,0.7993457,0.00007922314,0.0004996281,0.0002780563,0.0002108519,0.1658752,0.0001731814,0.0008490629,0.002782386,0.02854442],"study_design_scores_gemma":[0.00007070349,0.0003832641,0.05098018,0.00008337591,0.00008271154,0.0002978798,0.0001624081,0.9454013,0.0001325263,0.001887799,0.0004840137,0.00003396644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622738,0.0005628676,0.03213955,0.00110538,0.0000703958,0.0002360726,0.001015192,0.0002356513,0.002361075],"genre_scores_gemma":[0.9930226,0.00005238453,0.006215663,0.00006251391,0.00002466986,0.00006149655,0.0004278288,0.0000105512,0.0001224408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01010654,"threshold_uncertainty_score":0.05344909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0581799888259758,"score_gpt":0.3723186714059,"score_spread":0.3141386825799242,"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."}}