{"id":"W2981352504","doi":"10.1093/eurheartj/ehz748.0003","title":"1109Enhancing transition from hospital to home for people with cardiovascular disease","year":2019,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Referral; Heart failure; Transitional care; Disease management; Angina; Health care; Tertiary referral hospital; Disease; Emergency medicine; Medical emergency; Canadian Cardiovascular Society; Intensive care medicine; Nursing; Myocardial infarction; Retrospective cohort study; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001575264,0.000148751,0.0004600388,0.0001121854,0.0001678073,0.00007466257,0.00006848246,0.00002872355,0.0001331809],"category_scores_gemma":[0.00007185146,0.0001126868,0.0002936178,0.0001608047,0.000008176082,0.0001411533,0.00001136902,0.0003094672,0.0002984359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000116917,"about_ca_system_score_gemma":0.0005807402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002431397,"about_ca_topic_score_gemma":0.00001266633,"domain_scores_codex":[0.9981428,0.0003056368,0.0003281764,0.0003000312,0.0004979282,0.0004254751],"domain_scores_gemma":[0.997979,0.00005089867,0.00005617399,0.0003920678,0.0002266796,0.001295135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006950448,0.001432956,0.6765941,0.005949609,0.004255597,0.003404828,0.06149739,0.0042376,0.00478759,0.0003107333,0.10307,0.1275091],"study_design_scores_gemma":[0.002717335,0.002007064,0.7173678,0.0008985798,0.0001171294,0.0003983098,0.0006692119,0.0001595651,0.00002261922,0.00001002265,0.2753868,0.0002455785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643607,0.0006827868,0.01852878,0.01389697,0.000744409,0.001139024,0.00004653084,0.00005011243,0.0005507366],"genre_scores_gemma":[0.9928158,0.00002606248,0.002249064,0.002205312,0.002379143,0.000009427941,0.0000321362,0.00006972544,0.0002133275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1723167,"threshold_uncertainty_score":0.4595235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01942489261721693,"score_gpt":0.2720489189579465,"score_spread":0.2526240263407296,"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."}}