{"id":"W3200980115","doi":"10.14740/cr1306","title":"Clinical Characteristics of Older Heart Failure Patients With Hospital-Acquired Disability: A Preliminary, Single-Center, Observational Study","year":2021,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interquartile range; Medicine; Heart failure; Internal medicine; Observational study; Single Center; Cardiology; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001217916,0.0001791615,0.00103422,0.00006936508,0.0001040959,0.00001742193,0.0001897526,0.000226705,0.00009754005],"category_scores_gemma":[0.003335668,0.0001476271,0.00018128,0.0004331438,0.001231315,0.00008092714,0.0003535061,0.0005409519,0.00002590239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001337124,"about_ca_system_score_gemma":0.0003606856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008867455,"about_ca_topic_score_gemma":0.00000745896,"domain_scores_codex":[0.996016,0.001203795,0.0006842688,0.0006892555,0.0009046901,0.0005020536],"domain_scores_gemma":[0.9952462,0.0009941179,0.00009289682,0.0009822266,0.002464133,0.0002204619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000870657,0.006041995,0.9830189,0.0001346888,0.000391088,0.000143967,0.0003275728,6.22691e-7,0.0001090317,0.000006503742,0.007323043,0.001631892],"study_design_scores_gemma":[0.005348987,0.009164681,0.9816344,0.0001643991,0.00008070313,0.0000471442,0.0006506807,0.00000822064,0.00004189125,0.00001091346,0.002723791,0.0001242308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993449,0.00005315942,0.00002839866,0.004184239,0.0003135896,0.001698698,0.0001073603,0.00003018738,0.0001353533],"genre_scores_gemma":[0.9977857,0.000007126452,0.0007213688,0.0001165264,0.0003441082,0.0001365107,0.0005505614,0.00003439845,0.000303719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004599252,"threshold_uncertainty_score":0.6020058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1471721169482846,"score_gpt":0.4094343031174022,"score_spread":0.2622621861691177,"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."}}