{"id":"W4319320077","doi":"10.1016/j.cardfail.2022.11.003","title":"The International Society for Heart and Lung Transplantation/Heart Failure Society of America Guideline on Acute Mechanical Circulatory Support","year":2023,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Intensive care medicine; Cardiogenic shock; Heart failure; Population; Guideline; Transplantation; Myocardial infarction; Cardiology; Internal medicine; Pathology","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":[0.007685396,0.001693559,0.003226394,0.004512116,0.001908082,0.003860419,0.00383812,0.008639929,0.004438301],"category_scores_gemma":[0.02058207,0.0008050282,0.004734625,0.003450376,0.001726932,0.001585126,0.00304808,0.01525608,0.005058858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004962626,"about_ca_system_score_gemma":0.02435562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02808841,"about_ca_topic_score_gemma":0.05957478,"domain_scores_codex":[0.9880167,0.002455573,0.004140715,0.0004092216,0.003895906,0.001081776],"domain_scores_gemma":[0.9777935,0.003610022,0.003417236,0.0004265241,0.01253006,0.002222553],"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":[0.00009569622,0.0001664864,0.004218789,0.002581679,0.00022342,0.0003759784,0.0001649823,0.0007299226,0.0008638233,0.005667359,0.8869678,0.09794399],"study_design_scores_gemma":[0.0003246971,0.0001661216,0.02156852,0.02657426,0.0007206937,0.001553762,0.000475666,0.0009214455,0.0007730628,0.006206783,0.9405488,0.0001662627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006709255,0.2344789,0.02659597,0.494432,0.06540925,0.003047831,0.0216041,0.001411968,0.1463107],"genre_scores_gemma":[0.0644265,0.2889666,0.1146117,0.3490239,0.02350746,0.0105198,0.08248658,0.001086203,0.06537142],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02808841,"threshold_uncertainty_score":0.05584985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01038050305483652,"score_gpt":0.2589357238518867,"score_spread":0.2485552207970502,"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."}}