{"id":"W2736997071","doi":"10.1161/circulationaha.117.029341","title":"Health Resource Implications of Heart Failure Hospitalizations in Younger Patients Compared With Older Patients","year":2017,"lang":"en","type":"letter","venue":"Circulation","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre","funders":"","keywords":"Medicine; Heart failure; Unit (ring theory); Internal medicine; Family medicine; Gerontology; Psychology","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":[0.001451691,0.0002557764,0.0005566953,0.0012073,0.0006286156,0.0009934925,0.0004624001,0.0004970434,0.002446032],"category_scores_gemma":[0.007967059,0.0001817096,0.001276599,0.001402644,0.0003120495,0.0007281243,0.001081097,0.001020985,0.0001156307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200974,"about_ca_system_score_gemma":0.001154372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04747209,"about_ca_topic_score_gemma":0.06865799,"domain_scores_codex":[0.9985644,0.0004080606,0.0002098586,0.0002469246,0.000257864,0.0003129151],"domain_scores_gemma":[0.9947835,0.001014711,0.002479437,0.0002140475,0.0002616821,0.001246591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001392455,0.00003746199,0.99769,0.00001337941,0.0001358574,0.00007461755,0.0001433051,0.00006132583,0.00005160332,0.0000543009,0.0001364505,0.001462486],"study_design_scores_gemma":[0.000005052155,0.00005361944,0.999293,0.00001127301,0.00003129098,0.00005426919,0.000290915,0.0001315597,0.000009706694,0.00004932118,0.00006581067,0.000004253481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9974061,0.0006365922,0.00006907505,0.0004309884,0.00002763696,0.00001042191,0.0007534873,0.000002326949,0.0006634702],"genre_scores_gemma":[0.9988231,0.0002171347,0.00007291526,0.0001654453,0.00005578746,0.000009483628,0.0005522175,0.000002623094,0.000101192],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04747209,"threshold_uncertainty_score":0.09439152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658057452437031,"score_gpt":0.2703246050752425,"score_spread":0.2537440305508722,"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."}}