{"id":"W2408664268","doi":"","title":"Multidisciplinary outpatient congestive heart failure clinic: impact on hospital admissions and emergency room visits.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Gynecology; Heart failure; Ejection fraction; Emergency medicine; Cardiology","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":[0.0007777772,0.0002199156,0.0001993231,0.0003626168,0.0003504765,0.0005100029,0.000307775,0.0006272425,0.004622053],"category_scores_gemma":[0.008684882,0.000131102,0.0005122919,0.0003543088,0.0001679713,0.0003220758,0.0006571152,0.0006864197,0.0001940149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007603934,"about_ca_system_score_gemma":0.0008004511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005021417,"about_ca_topic_score_gemma":0.009745345,"domain_scores_codex":[0.9983767,0.0008339215,0.0000881402,0.0001460718,0.0003239204,0.0002310557],"domain_scores_gemma":[0.9914962,0.002049681,0.002962171,0.0001142686,0.0004850281,0.00289262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009869813,0.0009627769,0.9466193,0.0001534912,0.0002085672,0.0004180934,0.00009890415,0.00015798,0.0003276982,0.00003274918,0.002537694,0.04749584],"study_design_scores_gemma":[0.00006689406,0.0005167805,0.9982647,0.00005240061,0.00004729961,0.0005157392,0.0000904496,0.0001500923,0.00002859118,0.000009033422,0.0002539302,0.000004024499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918676,0.003285776,0.00009168778,0.001270866,0.00008939453,0.00004275287,0.0003529262,0.00001828691,0.002980754],"genre_scores_gemma":[0.9985846,0.0004187839,0.0001408369,0.000310182,0.0001043819,0.00002115329,0.0002098086,0.000003937169,0.0002063255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005021417,"threshold_uncertainty_score":0.01546228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02088917524890253,"score_gpt":0.300298134710251,"score_spread":0.2794089594613485,"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."}}