{"id":"W119217717","doi":"10.1161/circ.116.suppl_16.ii_736-b","title":"Abstract 3273: Timely Access to Care - Risk Stratification Utilizing the Seattle Heart Failure Model in patients with Advanced Heart Failure: Dying to be seen.","year":2007,"lang":"en","type":"article","venue":"Circulation","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Referral; Heart failure; Risk stratification; Multidisciplinary approach; Internal medicine; Pediatrics; Emergency medicine; Cardiology; Family 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":[0.001360057,0.0003786126,0.0002917386,0.0009325076,0.0002111716,0.000576376,0.0004080912,0.0002502617,0.002994699],"category_scores_gemma":[0.003195014,0.000122238,0.0006209586,0.0006726944,0.0001409995,0.0003977527,0.0005165854,0.0004123266,0.0002513375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002443069,"about_ca_system_score_gemma":0.0006875467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005747077,"about_ca_topic_score_gemma":0.006140099,"domain_scores_codex":[0.9995956,0.0002206661,0.00003833118,0.00004784854,0.00005952542,0.00003794702],"domain_scores_gemma":[0.998809,0.0005086417,0.0003037238,0.00005987925,0.0001252737,0.0001935431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003590205,0.0001156591,0.9909219,0.00003975075,0.0001092956,0.00007790528,0.0000582799,0.001391109,0.00007628124,0.0000829878,0.0008909162,0.005876933],"study_design_scores_gemma":[0.0001140816,0.001076193,0.9228507,0.0001088212,0.0001988671,0.0006229897,0.0006793485,0.07253847,0.0001830654,0.0006599106,0.0009465287,0.0000209663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995311,0.000184783,0.001620042,0.0003453435,0.00002593414,0.0001116018,0.001468704,0.00002029147,0.0009122704],"genre_scores_gemma":[0.996819,0.00007657773,0.001517378,0.00002673645,0.00001913917,0.00008727913,0.001151441,0.000001994751,0.0003003497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005747077,"threshold_uncertainty_score":0.01142728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1006825646961274,"score_gpt":0.4343095571068793,"score_spread":0.3336269924107519,"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."}}