{"id":"W3201428686","doi":"10.1002/ehf2.13588","title":"HFA of the ESC Position Paper on the Management of LVAD Supported Patients for the Non LVAD Specialist Healthcare Provider Part 1: Introduction and at the Non-Hospital Settings in the Community","year":2021,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Heart failure; Ventricular assist device; Position paper; Health care; Position (finance); Intensive care medicine; Cardiology; Medical emergency; Business; Pathology; Finance","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":[0.004453784,0.001584111,0.00220853,0.002188463,0.0009606343,0.004674192,0.002949774,0.008300724,0.02125246],"category_scores_gemma":[0.01080331,0.000613857,0.00195894,0.001661813,0.0009897716,0.002220761,0.002028429,0.006619894,0.02073716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002429724,"about_ca_system_score_gemma":0.006455453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00491636,"about_ca_topic_score_gemma":0.00989591,"domain_scores_codex":[0.9976856,0.0004496039,0.000373913,0.000231331,0.00100863,0.0002509444],"domain_scores_gemma":[0.9918038,0.001456255,0.001189689,0.0002382187,0.003306721,0.002005309],"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":[0.00004554629,0.00005238712,0.0003971074,0.0009141153,0.00003037595,0.0001132044,0.00002215185,0.00009420406,0.0001434858,0.000741435,0.9546145,0.04283137],"study_design_scores_gemma":[0.000112126,0.00009022249,0.00496954,0.007306653,0.00007747985,0.0003973256,0.00005365946,0.0001289729,0.0001782182,0.001422755,0.9852316,0.00003139292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.001762144,0.1485465,0.003803417,0.2697976,0.4692057,0.001790187,0.01005401,0.0004527425,0.09458776],"genre_scores_gemma":[0.01380755,0.2259998,0.01184069,0.1685444,0.424492,0.002657672,0.02228398,0.0009056804,0.1294681],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02125246,"threshold_uncertainty_score":0.07109654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009226499443074939,"score_gpt":0.219699255531382,"score_spread":0.2104727560883071,"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."}}