{"id":"W4404323816","doi":"10.1161/circ.150.suppl_1.4134778","title":"Abstract 4134778: Myocardial Recovery and Survival after Weaning of Left Ventricular Assist Device Therapy in Patients with Toxic and non-Toxic Cardiomyopathy, A Canadian Experience","year":2024,"lang":"en","type":"article","venue":"Circulation","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Weaning; Cardiomyopathy; Cardiology; Internal medicine; Ventricular assist device; Heart failure; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037819,0.000259011,0.0002757417,0.0005565138,0.0009164251,0.0005829036,0.0004614838,0.0002983285,0.00101283],"category_scores_gemma":[0.001035799,0.0001174596,0.0002541421,0.001094877,0.0003590542,0.0001876222,0.0002998904,0.0003121518,0.0001554352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00461197,"about_ca_system_score_gemma":0.005661581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5486422,"about_ca_topic_score_gemma":0.6513127,"domain_scores_codex":[0.999757,0.00002307377,0.00001669691,0.00003164011,0.00009949649,0.00007204103],"domain_scores_gemma":[0.9993511,0.0000463773,0.0001317891,0.00002010453,0.0002170681,0.0002336502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000596988,0.0002129818,0.9714931,0.00009999378,0.00006523396,0.001901635,0.0005642813,0.00009279072,0.001194738,0.00007649422,0.001119153,0.02258266],"study_design_scores_gemma":[0.00005882015,0.0004441994,0.993933,0.00005758759,0.00005575447,0.002573255,0.0004004507,0.0002019916,0.0002004348,0.00001776969,0.002038674,0.00001791251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955202,0.002088135,0.00006139195,0.0002623301,0.00001976541,0.00003408694,0.0003511269,0.000003476748,0.001659475],"genre_scores_gemma":[0.9971195,0.001848034,0.0001406367,0.0001153085,0.00003512936,0.000008954446,0.0003512793,0.000002841854,0.0003782304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4513578,"threshold_uncertainty_score":0.9080318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029607637272775,"score_gpt":0.2390773941041571,"score_spread":0.2287813177314293,"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."}}