{"id":"W1986919195","doi":"10.1136/ebn.6.1.21","title":"Nurse led transitional care improved health related quality of life and reduced emergency department use for heart failure","year":2003,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Web of science; Emergency department; Nursing care; Quality of life (healthcare); Pediatrics; Internal medicine; Nursing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007789257,0.0005773989,0.001410886,0.0003371465,0.0002478368,0.00003686358,0.00008764208,0.0005645977,0.0001781313],"category_scores_gemma":[0.0003933304,0.0005374213,0.0005392373,0.0002842437,0.0001699297,0.0002502927,0.000006606942,0.0006881504,0.000004496327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007701355,"about_ca_system_score_gemma":0.001250629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002360394,"about_ca_topic_score_gemma":0.00004956367,"domain_scores_codex":[0.9956837,0.000687871,0.001399309,0.0008812253,0.0006531446,0.0006948077],"domain_scores_gemma":[0.9976766,0.0004079614,0.0005547383,0.0006216181,0.0004058363,0.0003332841],"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":[0.0009410139,0.0003159817,0.001334328,0.004149511,0.0003470725,0.00002026651,0.0008307764,0.000009865455,0.001260065,0.00003396546,0.9884504,0.002306723],"study_design_scores_gemma":[0.02810998,0.01008845,0.03196769,0.03632585,0.004600885,0.0000877116,0.003584127,0.0004403923,0.002675303,0.0003897687,0.8786103,0.003119507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04369348,0.007245447,0.0009555381,0.9417285,0.0008138772,0.005190273,0.0002351467,0.0001164982,0.00002127592],"genre_scores_gemma":[0.4343483,0.000762147,0.0944535,0.4518871,0.00260485,0.001642445,0.01131003,0.0005065749,0.002485017],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4898413,"threshold_uncertainty_score":0.9997078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06252927711227682,"score_gpt":0.3498514927138558,"score_spread":0.287322215601579,"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."}}