{"id":"W4408033317","doi":"10.3390/children12030306","title":"Mechanical Circulatory Support in Congenital Heart Disease","year":2025,"lang":"en","type":"review","venue":"Children","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Heart failure; Medicine; Heart disease; Psychosocial; Referral; Circulatory system; Disease; Intensive care medicine; Heart transplantation; Internal medicine; Cardiology; Nursing","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":[0.000543579,0.0005713217,0.0008800242,0.002359518,0.0003065679,0.001013937,0.0006273166,0.0007679811,0.003902383],"category_scores_gemma":[0.001774693,0.0001711012,0.000668222,0.001565706,0.0004647122,0.0008258369,0.0005412875,0.001181313,0.0007362844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004620384,"about_ca_system_score_gemma":0.001099913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001225217,"about_ca_topic_score_gemma":0.001966488,"domain_scores_codex":[0.9997032,0.00004903848,0.00006954091,0.00004501771,0.0001138811,0.00001920204],"domain_scores_gemma":[0.9991867,0.0005523984,0.0001275079,0.00001597904,0.00009218483,0.00002529777],"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":[0.00003972206,0.00004182701,0.0005153743,0.03794107,0.0001501481,0.0002122082,0.00007015911,0.0002264341,0.0003308254,0.002402214,0.01840768,0.9396623],"study_design_scores_gemma":[0.00003032295,0.0001386528,0.004303723,0.05300974,0.0005030873,0.007015942,0.0001592149,0.0002208164,0.0003994848,0.003177965,0.9310122,0.0000287909],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009184583,0.9992208,0.00003180959,0.0001081427,0.00009157802,0.000002424541,0.000007221231,0.000002050168,0.0004441747],"genre_scores_gemma":[0.001005572,0.9985552,0.00007377475,0.00009011605,0.0001215921,0.0000037025,0.00001412974,6.971017e-7,0.0001351171],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003902383,"threshold_uncertainty_score":0.01305473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01885973420252343,"score_gpt":0.2680673456240315,"score_spread":0.249207611421508,"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."}}