{"id":"W3010470591","doi":"10.1253/circj.cj-19-0821","title":"Mechanical Circulatory Support for Patients With Adult Congenital Heart Disease","year":2020,"lang":"en","type":"review","venue":"Circulation Journal","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Heart disease; Heart failure; Heart transplantation; Economic shortage; Circulatory system; Intensive care medicine; Transplantation; Population; Disease; Cardiology; Internal 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":[0.0002781675,0.0004456519,0.0005833944,0.001242682,0.0002138341,0.0006252055,0.0003849319,0.0005387823,0.002663831],"category_scores_gemma":[0.0008464609,0.00009903046,0.0004582039,0.0007141716,0.0002214174,0.0004983026,0.0003743718,0.0009291193,0.0008479115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001920555,"about_ca_system_score_gemma":0.0004694204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004121674,"about_ca_topic_score_gemma":0.0007363015,"domain_scores_codex":[0.9998609,0.00002130199,0.00002797942,0.00002212342,0.00005724281,0.00001046071],"domain_scores_gemma":[0.9997546,0.0001525745,0.00003837722,0.000005143441,0.00003497683,0.00001440096],"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":[0.00003396094,0.00002757479,0.0003618073,0.01296845,0.00009122721,0.0002363407,0.00004882328,0.0001354058,0.0007835605,0.001013578,0.01453619,0.9697631],"study_design_scores_gemma":[0.00004396125,0.0002034119,0.005468779,0.02558293,0.0003648844,0.01019227,0.0001433691,0.0002524286,0.0008711815,0.002451478,0.9543923,0.00003302937],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002342415,0.9985663,0.00009584836,0.0001792157,0.0001233134,0.000003241645,0.00001128818,0.000004198327,0.0007823128],"genre_scores_gemma":[0.00188746,0.9974229,0.00014038,0.0001170826,0.0001677959,0.00000493547,0.00002493383,0.000001115375,0.0002333202],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002663831,"threshold_uncertainty_score":0.008911371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02467363067948032,"score_gpt":0.2605112400778704,"score_spread":0.23583760939839,"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."}}