{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000201901,0.00009291464,0.0001774483,0.0001916822,0.00003599863,0.00003223978,0.00001816414,0.0001355149,0.00001538362],"category_scores_gemma":[0.00001819601,0.00007353011,0.00003305086,0.0001999964,0.0001200508,0.0001227614,0.000008179672,0.0001367165,7.562734e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009813442,"about_ca_system_score_gemma":0.0001599043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002311579,"about_ca_topic_score_gemma":0.001569829,"domain_scores_codex":[0.9991809,0.00002532992,0.000179259,0.0002170084,0.0002643291,0.0001331422],"domain_scores_gemma":[0.9996513,0.00003390957,0.00003595953,0.00009684671,0.00006056851,0.0001213933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007893131,0.00001879658,0.9779779,0.0001154727,0.00003782125,0.00003997401,0.0009758922,0.00003075124,0.000499529,0.00001842784,0.000001269421,0.02020523],"study_design_scores_gemma":[0.0007076845,0.00007337201,0.9976856,0.0003562398,0.00002440304,0.000007689107,0.0000772947,0.0007676227,0.00004866927,0.00005923522,0.0001057209,0.0000865453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980171,0.001013537,0.0001813287,0.0002055094,0.000182801,0.0002633787,0.00000792733,0.000009251163,0.000119204],"genre_scores_gemma":[0.9997334,0.000044006,0.00003933549,0.00005440095,0.00006974797,0.000007647774,0.00003628658,0.00001275037,0.000002457216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02011869,"threshold_uncertainty_score":0.3494431,"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."}}