{"id":"W3164108176","doi":"10.1161/circulationaha.120.053104","title":"Letter by Moayedi et al Regarding Article, “Prospective Multicenter Study of Myocardial Recovery Using Left Ventricular Assist Devices (RESTAGE-HF [Remission from Stage D Heart Failure]): Medium-Term and Primary End Point Results”","year":2021,"lang":"en","type":"letter","venue":"Circulation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ted Rogers Centre for Heart Research","funders":"","keywords":"Medicine; Heart failure; Cardiology; Internal medicine; Ventricular assist device; Clinical endpoint; Excellence; Ventricular function; Multicenter study; Clinical trial; Randomized controlled trial","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00436068,0.0008658638,0.00184322,0.0008501395,0.002676432,0.00393911,0.001359879,0.03160366,0.002730507],"category_scores_gemma":[0.02427082,0.0006431037,0.001293295,0.0009108771,0.00112351,0.001943971,0.001038085,0.0179764,0.004441646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002943809,"about_ca_system_score_gemma":0.003961587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004303205,"about_ca_topic_score_gemma":0.007502585,"domain_scores_codex":[0.9965464,0.0012916,0.0004920008,0.0005089352,0.0006930053,0.0004680823],"domain_scores_gemma":[0.990825,0.005598195,0.0008094234,0.0002677646,0.001532743,0.000966817],"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":[0.0004010156,0.0001087503,0.005229733,0.00007484555,0.00007268193,0.002299418,0.0001226294,0.00005786871,0.0001847023,0.0006383806,0.9843539,0.006456098],"study_design_scores_gemma":[0.001506122,0.0005511827,0.01643551,0.001090243,0.0004835817,0.005657659,0.001228843,0.001418102,0.001004708,0.00724065,0.9631596,0.000223673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002284993,0.001322955,0.0001109692,0.9637222,0.02985539,0.00004098807,0.0005333883,0.0000338935,0.002095262],"genre_scores_gemma":[0.005566824,0.0009359712,0.0002163982,0.9474253,0.04158579,0.0001176365,0.0002252987,0.00002245697,0.003904272],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03160366,"threshold_uncertainty_score":0.02306175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491587054906799,"score_gpt":0.2348983168249998,"score_spread":0.2199824462759318,"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."}}