{"id":"W2902769216","doi":"10.1016/j.cjca.2018.11.015","title":"Evaluation of Cardiac Recovery in Ventricular Assist Device Recipients: Particularities, Reliability, and Practical Challenges","year":2018,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Reliability (semiconductor); Reliability engineering; Cardiology; Internal medicine; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006074864,0.0008203353,0.002893358,0.00268654,0.0003233489,0.002491168,0.001813091,0.001540764,0.00147679],"category_scores_gemma":[0.01613037,0.0002514439,0.001108663,0.001895817,0.001085441,0.001847949,0.0009449103,0.001669516,0.0004344611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000798254,"about_ca_system_score_gemma":0.002674055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002839962,"about_ca_topic_score_gemma":0.005405921,"domain_scores_codex":[0.9972657,0.0009096167,0.0005309366,0.0003461402,0.0008492713,0.00009827195],"domain_scores_gemma":[0.9886203,0.007663873,0.00107315,0.000154673,0.002320111,0.0001678112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002176796,0.00009817805,0.007877029,0.02375991,0.0003682002,0.0002721362,0.000277284,0.0003768991,0.0005857392,0.00270569,0.00866515,0.9547961],"study_design_scores_gemma":[0.0002366321,0.001302017,0.07795697,0.1591598,0.003765858,0.01467886,0.004226129,0.002705003,0.003186501,0.01954063,0.7128299,0.000411718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007427338,0.9972484,0.0003416958,0.0007659019,0.0001362515,0.00001241921,0.00003471904,0.000003960065,0.0007139794],"genre_scores_gemma":[0.01152202,0.985624,0.001386917,0.0006426081,0.0005182702,0.00003106121,0.00007782677,0.000003929649,0.0001934246],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006074864,"threshold_uncertainty_score":0.03212732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1043986089681203,"score_gpt":0.3247765088745065,"score_spread":0.2203778999063863,"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."}}