{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006004837,0.0005486567,0.000351459,0.0009278153,0.0001829782,0.0005229912,0.0001973931,0.0003897331,0.000921885],"category_scores_gemma":[0.00116591,0.0001112689,0.0002254548,0.000558776,0.0002285485,0.0002213115,0.0003363289,0.0004341344,0.0002873717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001470497,"about_ca_system_score_gemma":0.0001373599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000250386,"about_ca_topic_score_gemma":0.0002047787,"domain_scores_codex":[0.9997498,0.00005172713,0.00002833121,0.00006658835,0.00006885945,0.000034608],"domain_scores_gemma":[0.999464,0.0001107486,0.0002538757,0.000030592,0.00008509449,0.00005577558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00142419,0.0002820798,0.7779436,0.0002342758,0.0002338004,0.0007478463,0.0001772963,0.0006001436,0.1737919,0.0001348311,0.001030898,0.04339912],"study_design_scores_gemma":[0.00007033846,0.001192546,0.9484043,0.00005753387,0.0001735571,0.003010118,0.0002117929,0.002811068,0.04158015,0.0003131159,0.002154537,0.0000210423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950716,0.002171629,0.001317282,0.000173989,0.00002609602,0.00002139951,0.0005434857,0.00004074048,0.0006337277],"genre_scores_gemma":[0.9966825,0.0006176598,0.001630407,0.0001177692,0.00003611658,0.00002158187,0.0005204219,0.0000047377,0.0003688402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009278153,"threshold_uncertainty_score":0.003175735,"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."}}