{"id":"W6921195523","doi":"10.6084/m9.figshare.28812314.v1","title":"Additional file 1 of A two-centre study investigating the association between brain natriuretic peptides &amp; outcomes in continuous flow left ventricular assist device recipients","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Continuous flow; Ventricular assist device; Brain natriuretic peptide; Hemodynamics; Flow (mathematics); Heart failure","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001241999,0.00110598,0.00198662,0.001836701,0.001272331,0.001178875,0.001877076,0.0012618,0.7371898],"category_scores_gemma":[0.02865867,0.0006795987,0.001307477,0.003910369,0.0003334987,0.001464467,0.0008849718,0.0009237692,0.04023159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007925934,"about_ca_system_score_gemma":0.001728973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008476118,"about_ca_topic_score_gemma":0.01016495,"domain_scores_codex":[0.9990594,0.0002173137,0.0002244604,0.0002479952,0.0001101347,0.0001406314],"domain_scores_gemma":[0.9798274,0.01411601,0.002480192,0.001266135,0.00162632,0.0006839739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.004266947,0.0007025254,0.03650376,0.0116952,0.0007686567,0.0004483875,0.0003644977,0.0009331158,0.0003497023,0.002567208,0.9222013,0.01919863],"study_design_scores_gemma":[0.07797569,0.004417596,0.4765931,0.01678402,0.002828811,0.004096896,0.00258674,0.006343264,0.001447422,0.02472217,0.381486,0.0007183453],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003234537,0.00008785677,0.0004887423,0.0001805262,0.00005144123,0.0004384225,0.9938526,0.00009345876,0.001572404],"genre_scores_gemma":[0.1218985,0.0005777277,0.008917546,0.002258601,0.0005322074,0.01894708,0.8178887,0.0005180195,0.0284616],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7371898,"threshold_uncertainty_score":0.3748668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02267131390661112,"score_gpt":0.255449495787742,"score_spread":0.2327781818811308,"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."}}