{"id":"W2766906857","doi":"10.1097/mat.0000000000000567","title":"Patients’ Perspectives on Transplantation While Undergoing Left Ventricular Assist Device Support","year":2017,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ventricular assist device; Destination therapy; Heart failure; Transplantation; Medicine; Heart transplantation; Bridge to transplantation; Artificial heart; Internal medicine; Cardiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002645784,0.0001722868,0.0001850468,0.00009584799,0.00052946,0.0003069585,0.0003312078,0.00008708541,0.000691515],"category_scores_gemma":[0.00008380279,0.0001608274,0.0001258197,0.0000348203,0.00002459023,0.0005459518,0.00001316958,0.0003803866,0.0001854157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001630612,"about_ca_system_score_gemma":0.00004422103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003118259,"about_ca_topic_score_gemma":0.00002554708,"domain_scores_codex":[0.9988089,0.00003730476,0.0002904787,0.0001808959,0.0003916168,0.0002907633],"domain_scores_gemma":[0.9991991,0.00005853253,0.0001569391,0.0003017238,0.00009880903,0.0001848816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009514342,0.0004355744,0.9618992,0.0004336365,0.0007141563,0.001815959,0.003739977,0.007552032,0.0008042968,0.003464135,0.004398348,0.01464758],"study_design_scores_gemma":[0.002278196,0.0003214802,0.9775833,0.0002935844,0.000200044,0.000563322,0.0008533961,0.001114779,0.003895079,0.0005745631,0.01162769,0.0006945282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801583,0.0001673905,0.003730667,0.0001026872,0.0009249043,0.00009355439,0.00001368064,0.0001058006,0.01470296],"genre_scores_gemma":[0.9993452,0.00004949457,0.000192685,0.00006149023,0.0002354355,0.000002197619,0.0000141103,0.00003564837,0.0000636894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0191869,"threshold_uncertainty_score":0.7571604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01783078143110037,"score_gpt":0.2384159508103922,"score_spread":0.2205851693792918,"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."}}