{"id":"W2969406883","doi":"10.1136/bmjoq-2018-000489","title":"Feasibility and performance of a patient-oriented discharge instruction tool for heart failure","year":2019,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Women's College Hospital; Toronto General Hospital","funders":"","keywords":"Documentation; Heart failure; Medicine; Comprehension; Physical therapy; Patient satisfaction; Phone; Patient education; Health care; Medical emergency; Emergency medicine; Family medicine; Internal medicine; Nursing; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007566709,0.0001094003,0.0003762628,0.00003353122,0.00005347537,0.00001859278,0.00005140559,0.00004956757,0.0001364932],"category_scores_gemma":[0.0001071998,0.0000844997,0.0000653335,0.00009399238,0.00003722468,0.0002585377,0.0001287014,0.00005576259,0.0000182096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005304839,"about_ca_system_score_gemma":0.0000579914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001226559,"about_ca_topic_score_gemma":0.00003376824,"domain_scores_codex":[0.9989157,0.00007466043,0.0003830774,0.0002807755,0.0001902129,0.0001555341],"domain_scores_gemma":[0.9992333,0.00004314157,0.0001450256,0.0004142392,0.00010132,0.00006294023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001905562,0.0002740437,0.9816727,0.0008529715,0.00005695591,2.051955e-7,0.0002923822,3.695183e-7,0.0006471071,0.001961548,0.001773466,0.01056267],"study_design_scores_gemma":[0.007137441,0.001558201,0.9254423,0.0001748809,0.00006866616,0.000007906876,0.0006180483,0.0001502629,0.003006036,0.00008436127,0.06155726,0.0001946134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887326,0.0000110895,0.00003815596,0.002390847,0.0001056756,0.008380973,0.000027652,0.00001872825,0.0002943104],"genre_scores_gemma":[0.9899653,0.000003030032,0.008874765,0.0001833251,0.0000227913,0.0002659497,0.00006407683,0.000008368811,0.0006124424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05978379,"threshold_uncertainty_score":0.3445798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05123837413104941,"score_gpt":0.3786445165438868,"score_spread":0.3274061424128373,"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."}}