{"id":"W4281870867","doi":"10.22541/au.165423968.84782398/v1","title":"Decommission of a Heartmate 3 LVAD in a patient with left ventricular recovery","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Cardiac Structural Anomalies and Repair","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital","funders":"","keywords":"Medicine; Ventricular assist device; Destination therapy; Heart failure; Asymptomatic; Cardiology; Dilated cardiomyopathy; Ejection fraction; Thrombosis; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009131799,0.000168917,0.0005524047,0.0001509432,0.0000246953,0.000006375533,0.00005277593,0.0001035383,0.001751696],"category_scores_gemma":[0.00001794382,0.0001025471,0.0002859746,0.0001053413,0.00002410777,0.00001356838,0.0004767489,0.0003827193,0.000001804222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001391159,"about_ca_system_score_gemma":0.0001439544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007392272,"about_ca_topic_score_gemma":0.00002554366,"domain_scores_codex":[0.9988549,0.00005136065,0.0003295449,0.000290646,0.0003162253,0.0001572814],"domain_scores_gemma":[0.9993489,0.00002511308,0.0001365864,0.0003656581,0.00004701338,0.00007671263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01369414,0.002172917,0.7617798,0.01238695,0.002902245,0.02255981,0.004765162,0.04266139,0.002811222,0.000413452,0.0303045,0.1035484],"study_design_scores_gemma":[0.007863148,0.007722131,0.7090751,0.006643755,0.001012884,0.007773303,0.00419308,0.002272452,0.01234039,0.001708714,0.2374147,0.001980312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906955,0.0006408639,0.0000113468,0.0005457823,0.000311121,0.0006189081,0.00002519048,0.00003637103,0.007114893],"genre_scores_gemma":[0.995823,0.0002173078,0.001949045,0.0001811596,0.00004612589,0.00002906323,0.0001333803,0.00002231801,0.001598595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2071102,"threshold_uncertainty_score":0.9991608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006967969235279111,"score_gpt":0.2418662089958684,"score_spread":0.2348982397605893,"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."}}