{"id":"W1589920342","doi":"10.1002/ejhf.65","title":"Proteomic Biomarkers of Recovered Heart Function","year":2014,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health Research Institute; University of Alberta; University of British Columbia Hospital; St. Paul's Hospital; BC Centre for Disease Control; Prevention of Organ Failure","funders":"Novartis Pharma; Astellas Pharma; Genome British Columbia; St. Paul's Foundation; Canadian Institutes of Health Research; Genome Canada","keywords":"Medicine; Heart failure; Heart transplantation; Biomarker; Internal medicine; Cohort; Cardiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001655308,0.000102179,0.0003373115,0.0001560954,0.00003937654,0.00001158532,0.00006094101,0.00002664769,0.000146094],"category_scores_gemma":[0.0001475383,0.00007557744,0.0002150842,0.0001233805,0.00004264975,0.0001017997,0.000007610019,0.0002202661,0.00004078277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000151145,"about_ca_system_score_gemma":0.00005211752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000264433,"about_ca_topic_score_gemma":7.390775e-7,"domain_scores_codex":[0.9984448,0.0005803303,0.0005047515,0.00009904597,0.0002441046,0.0001269744],"domain_scores_gemma":[0.9992506,0.00007546916,0.0002307121,0.0001559324,0.0001609538,0.0001263306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002828634,0.0001482393,0.1408696,0.0003932136,0.0003560373,0.00007231056,0.0003488247,0.00003481072,0.7728877,0.000105392,0.07011493,0.01184029],"study_design_scores_gemma":[0.00380802,0.00254219,0.6413766,0.0005967465,0.0002414641,0.001372218,0.0001068222,0.00002234966,0.01885564,0.00006720228,0.3308819,0.0001288561],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618201,0.0001396881,0.01947058,0.01624368,0.0006255812,0.0002488283,0.000006621459,0.00002490501,0.001420054],"genre_scores_gemma":[0.8358635,0.00001357269,0.1629847,0.0005565922,0.0003813233,3.374511e-7,0.000004000868,0.00002667622,0.0001692975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.754032,"threshold_uncertainty_score":0.3081959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01583958283337479,"score_gpt":0.2636679713204216,"score_spread":0.2478283884870469,"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."}}