{"id":"W1999390384","doi":"10.3121/cmr.8.1.41-b","title":"PS1-09: Clinical Features, Treatment Practices, and Outcomes of Older Patients Hospitalized with Decompensated Heart Failure","year":2010,"lang":"en","type":"article","venue":"Clinical Medicine & Research","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Medical school; Gerontology; Primary care; Emergency department; Family medicine; Library science; Medical education; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004171863,0.0001952278,0.000226583,0.0004976125,0.0003529443,0.0004365212,0.0002435881,0.0003465916,0.001972162],"category_scores_gemma":[0.002283482,0.0001233348,0.0002345957,0.000746034,0.0001679188,0.0004986723,0.0003808785,0.0004124685,0.0002522461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000354225,"about_ca_system_score_gemma":0.0004065314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006722365,"about_ca_topic_score_gemma":0.009745142,"domain_scores_codex":[0.9997531,0.00005755767,0.00004292574,0.00005007751,0.00004428619,0.00005206244],"domain_scores_gemma":[0.9985101,0.0001747413,0.0007741905,0.00004136611,0.0001347938,0.0003649184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000285092,0.00001497784,0.9993761,0.000002784853,0.00000719692,0.00001994129,0.00002417837,0.00001427847,0.00002644277,0.00000291528,0.00007540132,0.0004072833],"study_design_scores_gemma":[0.00000280601,0.00003100603,0.9997194,0.000002741673,0.000004334596,0.00005626479,0.00007713122,0.00005322407,0.000008370841,0.000006231244,0.00003743406,0.000001001603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989742,0.0001073527,0.00001865567,0.00008625725,0.000004868506,0.000005423876,0.0004316938,0.000001827334,0.0003696909],"genre_scores_gemma":[0.9994117,0.00005439606,0.00002173757,0.00002792246,0.0000094444,0.000004710665,0.0003952092,6.790332e-7,0.00007425925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006722365,"threshold_uncertainty_score":0.01336646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2708100502677889,"score_gpt":0.5899300277891159,"score_spread":0.3191199775213269,"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."}}