{"id":"W2274731345","doi":"10.1002/ehf2.12076","title":"Circulating Biomarker Responses to Medical Management vs. Mechanical Circulatory Support in Severe Inotrope-Dependent Acute Heart Failure","year":2015,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Clusterin in disease pathology","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Prevention of Organ Failure; University of British Columbia","funders":"Networks of Centres of Excellence of Canada; RayBiotech","keywords":"Heart failure; Medicine; Inotrope; Circulatory system; Biomarker; Cardiology; CIRCULATORY FAILURE; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003856224,0.0001597731,0.0002018384,0.0002511269,0.0001405187,0.0003710804,0.0001063596,0.0002027533,0.0005854384],"category_scores_gemma":[0.0008278409,0.00004076776,0.0001455312,0.0001590308,0.0001683382,0.0001478135,0.0001849254,0.0002857636,0.0000786302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001831523,"about_ca_system_score_gemma":0.0001261144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000200526,"about_ca_topic_score_gemma":0.0002835636,"domain_scores_codex":[0.9998597,0.00003683072,0.00001564137,0.00003145993,0.00003112255,0.00002530081],"domain_scores_gemma":[0.9996523,0.00007702372,0.000149144,0.00001462643,0.0000345815,0.00007226888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005984003,0.0004685208,0.7531468,0.0001602911,0.0002274069,0.0004877817,0.0002676054,0.0005777068,0.2034998,0.0001248943,0.0004215805,0.0346336],"study_design_scores_gemma":[0.00002964139,0.001669708,0.9831768,0.000009921714,0.00005248481,0.000412763,0.0001233704,0.001151659,0.01299222,0.00006545422,0.000309717,0.000006179356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993145,0.0002771011,0.0001903052,0.00003617427,0.000006009998,0.000006762586,0.00005370412,0.000003807021,0.0001117682],"genre_scores_gemma":[0.9994796,0.00005829928,0.0002527308,0.00004100897,0.000009408686,0.000009543964,0.00009641581,8.402281e-7,0.00005212907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005854384,"threshold_uncertainty_score":0.002039433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03110413515126316,"score_gpt":0.3207771347912864,"score_spread":0.2896729996400232,"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."}}