{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007050218,0.0002619898,0.002119767,0.0004734076,0.00002511509,0.0000190179,0.0001692596,0.000578564,0.00002418383],"category_scores_gemma":[0.002444275,0.0002415207,0.0004575487,0.0002176911,0.0001288371,0.0001499804,0.0000217908,0.0005792257,0.000006312289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008917999,"about_ca_system_score_gemma":0.002245507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007982175,"about_ca_topic_score_gemma":0.0006908177,"domain_scores_codex":[0.9960686,0.001745926,0.001158848,0.0002480715,0.0004218039,0.0003567236],"domain_scores_gemma":[0.9978135,0.0004179799,0.0003823118,0.0003626205,0.0006000187,0.0004235355],"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":[0.000007759992,0.000008253306,0.001491065,0.01078199,0.002709218,0.0005372807,0.00009427676,0.002172249,2.750213e-7,0.0002742718,0.002787738,0.9791356],"study_design_scores_gemma":[0.0001483316,0.00009844529,0.001072867,0.003039265,0.00267085,0.0006481728,0.00003925468,0.00007749863,9.846869e-7,0.0005025335,0.9914702,0.0002316223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001164472,0.9956977,0.00004871632,0.00003618938,0.001663464,0.000357261,0.00004501391,0.000005190992,0.000982011],"genre_scores_gemma":[0.02491733,0.9742334,0.0001304234,0.000006745853,0.0006245053,0.0000276975,0.00001623652,0.00004224354,0.000001357546],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9886824,"threshold_uncertainty_score":0.9848927,"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."}}