{"id":"W4378191996","doi":"10.1016/j.healun.2022.12.004","title":"The 2023 International Society for Heart and Lung Transplantation Guidelines for Mechanical Circulatory Support: A 10- Year Update","year":2023,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":293,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Circulatory system; Lung transplantation; Transplantation; Medicine; Intensive care medicine; Heart transplantation; Lung; Cardiology; Internal medicine","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":[0.01132009,0.001344328,0.002645501,0.006568915,0.001015243,0.004631439,0.003236677,0.006199564,0.006596074],"category_scores_gemma":[0.03078189,0.0006952325,0.002626539,0.005702316,0.001314288,0.004063474,0.002484945,0.007885972,0.004862895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004561491,"about_ca_system_score_gemma":0.01600826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01497822,"about_ca_topic_score_gemma":0.03004501,"domain_scores_codex":[0.9936619,0.001218165,0.001962496,0.0003930732,0.00227755,0.0004868632],"domain_scores_gemma":[0.9669347,0.006968827,0.004831661,0.000388039,0.01861989,0.002256914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001586927,0.0001062998,0.002832321,0.003926415,0.0001911343,0.0001795006,0.00009471033,0.000439695,0.0003145546,0.002185199,0.6630792,0.3264923],"study_design_scores_gemma":[0.0001261909,0.00007530052,0.007087216,0.01506292,0.0004851487,0.0006832611,0.0002577578,0.0004308608,0.0002606475,0.001517766,0.9739206,0.00009233538],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.002165639,0.7251583,0.005471845,0.1975389,0.04742487,0.0002295178,0.005132405,0.000568613,0.0163099],"genre_scores_gemma":[0.017115,0.7739735,0.02922501,0.1223202,0.02885409,0.0008567476,0.01633316,0.0005055375,0.01081677],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01497822,"threshold_uncertainty_score":0.05986714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0284053769841529,"score_gpt":0.3003281457276956,"score_spread":0.2719227687435427,"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."}}