{"id":"W2032670310","doi":"10.1097/00007890-201007272-01464","title":"MARKERS OF MYOCARDIAL REMODELING PREDICTIVE OF OUTCOMES FOLLOWING MECHANICAL CIRCULATORY ASSIST IN HEART FAILURE PATIENTS","year":2010,"lang":"en","type":"article","venue":"Transplantation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Providence Health Care; St. Paul's Hospital","funders":"","keywords":"Columbia university; Medicine; Heart failure; Circulatory system; Internal medicine; University hospital; Cardiology; Research centre; Gerontology; Library science; Media studies; Sociology","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":[0.0004414461,0.0002465815,0.0002821702,0.0003628318,0.0002870634,0.0006244396,0.0002782657,0.0005431295,0.00124856],"category_scores_gemma":[0.002739497,0.0001342025,0.0002008095,0.0004184567,0.0002650988,0.0002347015,0.0002371432,0.000789726,0.000160798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003083519,"about_ca_system_score_gemma":0.0003693577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006296125,"about_ca_topic_score_gemma":0.0131664,"domain_scores_codex":[0.9998092,0.00004027368,0.00001950828,0.00002322953,0.00004461298,0.00006323994],"domain_scores_gemma":[0.9983619,0.000358847,0.000534208,0.00006953422,0.0001907325,0.000484745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004889914,0.00006089166,0.9958535,0.000007095068,0.00003927998,0.00007640244,0.00002703544,0.00006848284,0.0002803585,0.00002372093,0.0001887913,0.002885325],"study_design_scores_gemma":[0.00001154213,0.00008863603,0.9993742,0.000008954516,0.00002659608,0.0001034936,0.00006265654,0.0001391217,0.00005830586,0.00003338035,0.00009019719,0.000002849198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983522,0.0004480533,0.00005516237,0.0001136536,0.00001469159,0.00000639851,0.0001554392,0.000001874995,0.0008526382],"genre_scores_gemma":[0.9994287,0.0001190612,0.000029825,0.00002961436,0.00002751145,0.000004571048,0.0002109888,7.330665e-7,0.0001490008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006296125,"threshold_uncertainty_score":0.01251894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006881676217561764,"score_gpt":0.2160898459214057,"score_spread":0.2092081697038439,"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."}}