{"id":"W2619324888","doi":"10.21037/jtd.2017.04.39","title":"HeartMate 3—a “Step” in the right direction","year":2017,"lang":"en","type":"letter","venue":"Journal of Thoracic Disease","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001947121,0.0004078148,0.0009137927,0.0003667476,0.001467173,0.002781713,0.0008945875,0.01774198,0.01215873],"category_scores_gemma":[0.01033611,0.0002113136,0.0007539069,0.000356864,0.001204981,0.002372329,0.0008650977,0.02046766,0.01195254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001451452,"about_ca_system_score_gemma":0.001424759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007673731,"about_ca_topic_score_gemma":0.001657425,"domain_scores_codex":[0.9984462,0.0006272818,0.0001632663,0.000169841,0.0004250463,0.0001684213],"domain_scores_gemma":[0.9963756,0.002006536,0.0002192713,0.0001267178,0.000469498,0.0008023723],"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":[0.0001455157,0.00006224753,0.0009672137,0.00006395718,0.00001891236,0.001335618,0.00005086459,0.00004547977,0.0003029951,0.004052022,0.9610686,0.03188668],"study_design_scores_gemma":[0.0006115551,0.0003167312,0.001880093,0.0006218223,0.00004423521,0.006057607,0.0003198373,0.0007728804,0.0005805175,0.02371144,0.9650128,0.00007054772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005265213,0.001917553,0.0001442199,0.9836372,0.0104294,0.00001009761,0.00007200533,0.00003361703,0.003229395],"genre_scores_gemma":[0.007650082,0.002887301,0.0005335034,0.9265417,0.05429126,0.00004890005,0.0001323602,0.00004051491,0.007874502],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01774198,"threshold_uncertainty_score":0.04067498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804795812289761,"score_gpt":0.2901821421606032,"score_spread":0.2721341840377056,"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."}}