{"id":"W2763922831","doi":"10.1093/eurheartj/ehx493.p5300","title":"P5300Prognostic implications of baseline and change from baseline values of plasma biomarkers that reflect extracellular matrix regulatory mechanisms and collagen synthesis in patients with heart failure","year":2017,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiac Fibrosis and Remodeling","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Baseline (sea); Extracellular matrix; Heart failure; Cardiology; Internal medicine; Cell biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001448088,0.000164745,0.0004684356,0.0001839288,0.0002143336,0.00004924614,0.00008281587,0.00005371691,0.00002798821],"category_scores_gemma":[0.0003116072,0.0001246561,0.00009445759,0.00006768396,0.0001358452,0.0001472725,0.00007694505,0.0001421949,0.000001435665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001919572,"about_ca_system_score_gemma":0.00004343251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004056943,"about_ca_topic_score_gemma":0.00001161812,"domain_scores_codex":[0.9985602,0.0003186887,0.0003902623,0.0002521811,0.0002915446,0.0001871576],"domain_scores_gemma":[0.9987125,0.000211129,0.0003153068,0.000408607,0.0001633215,0.0001891383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000683615,0.0001792451,0.869629,0.0001349547,0.0001729748,0.00001421621,0.0003004181,0.00001639108,0.124849,0.00001418103,0.0007277855,0.003278217],"study_design_scores_gemma":[0.00164621,0.0002965487,0.9884503,0.001191858,0.000226632,0.0000899181,0.0001247715,0.0006507501,0.006741196,0.00001989018,0.0004324184,0.0001294383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959438,0.001698976,0.0003189964,0.001477601,0.00005781275,0.0003573099,0.00009184134,0.000009791748,0.00004387221],"genre_scores_gemma":[0.9800584,0.000187403,0.01950408,0.00003862963,0.0001314418,0.000002724129,0.00001396031,0.0000425798,0.00002074391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1188214,"threshold_uncertainty_score":0.508333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03822194571051365,"score_gpt":0.2792561423636753,"score_spread":0.2410341966531616,"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."}}