{"id":"W4291001403","doi":"10.1097/mot.0000000000001012","title":"Durable mechanical circulatory support as bridge to heart transplantation","year":2022,"lang":"en","type":"review","venue":"Current Opinion in Organ Transplantation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Heart transplantation; Medicine; United Network for Organ Sharing; Ventricular assist device; Bridge to transplantation; Circulatory system; Transplantation; Intensive care medicine; Heart failure; Destination therapy; Pulsatile flow; Artificial heart; Cardiology; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0005834161,0.000578985,0.001260549,0.001611697,0.0002019821,0.001126869,0.0006355649,0.0007633814,0.004342613],"category_scores_gemma":[0.001804604,0.0001676964,0.000631749,0.001363886,0.0003092191,0.0009552003,0.000542529,0.001089481,0.001059409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003517213,"about_ca_system_score_gemma":0.001191901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005879261,"about_ca_topic_score_gemma":0.0009439587,"domain_scores_codex":[0.999733,0.0000468948,0.00006220639,0.00004294216,0.00009525335,0.00001963191],"domain_scores_gemma":[0.9992612,0.0004572383,0.0001240146,0.00001238449,0.0001153452,0.00002984937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006058089,0.00003225221,0.0001705119,0.06001347,0.0001750365,0.0001128082,0.00004542633,0.0002480171,0.0004758374,0.002009839,0.0357948,0.9008615],"study_design_scores_gemma":[0.00003143257,0.0001264895,0.001456295,0.04146851,0.0005101343,0.001783838,0.00009217406,0.0001377937,0.0003215262,0.001693845,0.9523542,0.00002391971],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005793734,0.9989876,0.00004549198,0.0001965762,0.0002477781,0.000003784393,0.00001275712,0.000003396695,0.0004446273],"genre_scores_gemma":[0.0003571433,0.9991535,0.00004660109,0.0001306133,0.0001791285,0.000003919382,0.00001531205,8.072568e-7,0.0001129872],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004342613,"threshold_uncertainty_score":0.0145275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08820428976850625,"score_gpt":0.3476854257829032,"score_spread":0.2594811360143969,"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."}}