{"id":"W3209291197","doi":"10.1016/j.xjon.2021.10.005","title":"Myocardial recovery following durable left ventricular assist device support","year":2021,"lang":"en","type":"editorial","venue":"JTCVS Open","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Cardiology; Internal medicine; Medicine; Ventricular assist device; Heart failure","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":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001238496,0.0007494866,0.001607589,0.0001605744,0.0001955639,0.001131758,0.001936335,0.001541934,0.002618356],"category_scores_gemma":[0.000847525,0.0008334853,0.0008489017,0.0003910361,0.00001775966,0.0008249918,0.0007946452,0.001486148,0.001090322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005739536,"about_ca_system_score_gemma":0.0008369943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001515095,"about_ca_topic_score_gemma":0.0001481368,"domain_scores_codex":[0.9954582,0.0001718442,0.0009824096,0.001043777,0.001445591,0.0008981774],"domain_scores_gemma":[0.9973472,0.0005233645,0.0002086255,0.001335674,0.0001898169,0.0003952674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000110915,0.00003208217,0.0002744494,0.000376542,0.0009897167,0.002194084,0.00002136238,0.0004761213,0.00005056382,0.00001162412,0.9950933,0.0004690169],"study_design_scores_gemma":[0.0006440512,0.00004482497,0.0000878716,0.0003338751,0.0004969248,0.00001807438,0.00003821668,0.0001404701,0.0003501701,0.00009111913,0.9967391,0.001015253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0008335808,0.001515071,0.0002417025,0.00004067112,0.9603503,0.0009289106,0.0003318554,0.0004142586,0.03534364],"genre_scores_gemma":[0.01081016,0.0001237997,0.001093507,0.0002811688,0.971085,0.0002708049,0.006929051,0.0006671255,0.00873944],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02660419,"threshold_uncertainty_score":0.9999052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013493921916318,"score_gpt":0.2578482543637904,"score_spread":0.2443543324474725,"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."}}