{"id":"W207268488","doi":"10.1177/082585970502100307","title":"Withdrawal of Ventricular Assist Device Support","year":2005,"lang":"en","type":"article","venue":"Journal of Palliative Care","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Ventricular assist device; Mandate; Bridge (graph theory); Heart failure; Intensive care medicine; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001534083,0.0001345574,0.0003496752,0.0001054901,0.00002315351,0.00001327317,0.0002182369,0.00008046703,0.0004336821],"category_scores_gemma":[0.00006178486,0.0001156099,0.0001967763,0.0001756862,0.00001827112,0.00017481,0.0000177067,0.0002428067,0.00002718358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001778593,"about_ca_system_score_gemma":0.00005945264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.626499e-7,"about_ca_topic_score_gemma":0.00001250957,"domain_scores_codex":[0.99875,0.00002861751,0.0005686476,0.00008098079,0.0004052221,0.0001665056],"domain_scores_gemma":[0.9989213,0.00004675919,0.0002922195,0.0001314839,0.0004669011,0.0001412987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001131252,0.0002795443,0.8573476,0.00208541,0.001922588,0.001571359,0.009233671,0.07365762,0.009773155,0.0015175,0.007627672,0.03487073],"study_design_scores_gemma":[0.004048596,0.001033924,0.4812399,0.0009964172,0.0008468252,0.000195514,0.008213246,0.005427657,0.2005943,0.0002821352,0.2959013,0.001220158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858313,0.004545991,0.006368182,0.00008989133,0.0004248051,0.0001119372,0.00003163555,0.00003691817,0.002559401],"genre_scores_gemma":[0.9971833,0.00001054684,0.002456439,0.00006157556,0.0002470259,0.000001027697,0.000005269912,0.0000229051,0.00001190819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3761077,"threshold_uncertainty_score":0.4748515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01742459703829756,"score_gpt":0.2661918572888388,"score_spread":0.2487672602505412,"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."}}