{"id":"W4308685414","doi":"10.1111/jocs.17155","title":"Decommission of a Heartmate 3 LVAD in a patient with left ventricular recovery","year":2022,"lang":"en","type":"article","venue":"Journal of Cardiac Surgery","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Medicine; Ventricular assist device; Destination therapy; Cardiology; Asymptomatic; Heart failure; Thrombosis; Surgery; Dilated cardiomyopathy; Cardiomyopathy; 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":[],"consensus_categories":[],"category_scores_codex":[0.001063419,0.0000990317,0.0005449902,0.0003204516,0.00002419145,0.00000834274,0.00007371865,0.00003105165,0.0001838667],"category_scores_gemma":[0.00006028857,0.00008494999,0.0003324182,0.0002676073,0.000007035713,0.0001329439,0.00003318638,0.0002716828,0.000001330559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001278927,"about_ca_system_score_gemma":0.00008856379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003663517,"about_ca_topic_score_gemma":4.817655e-7,"domain_scores_codex":[0.9984267,0.0001808149,0.0006209863,0.00007371709,0.0005269634,0.0001707566],"domain_scores_gemma":[0.9991909,0.0002760431,0.0002320671,0.0001470012,0.00005568447,0.00009830536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000662746,0.0003735257,0.5355834,0.0006011742,0.0009886434,0.005989802,0.0006959812,0.3719821,0.006122789,0.00002017903,0.02769441,0.04928524],"study_design_scores_gemma":[0.002294592,0.002384193,0.2764544,0.002769432,0.0007831431,0.0135252,0.004945587,0.009647869,0.1070753,0.00113088,0.5761964,0.00279295],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963506,0.002395,0.00007963389,0.00002752067,0.0008491457,0.00007238335,0.00001128692,0.00001310217,0.0002012832],"genre_scores_gemma":[0.9997221,0.00005345677,0.0001282453,0.00002683917,0.00003826612,0.000003714234,0.000002495215,0.00002155725,0.000003331359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.548502,"threshold_uncertainty_score":0.346416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008044550158493605,"score_gpt":0.1950402423216079,"score_spread":0.1869956921631142,"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."}}