{"id":"W4309166485","doi":"10.1111/petr.14391","title":"Clinical approach to mechanical circulatory support in the transplant patient from the Pediatric Heart Transplant Society","year":2022,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Stollery Children's Hospital; Hospital for Sick Children","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Circulatory system; Decompensation; Heart transplantation; Intensive care medicine; Transplantation; Heart failure; Ventricular assist device; Surgery; Cardiology","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":[0.0007978365,0.0001876081,0.0001750139,0.0008695506,0.0006534412,0.00117879,0.0003276646,0.0005833444,0.002560923],"category_scores_gemma":[0.002528883,0.00007154192,0.000250467,0.0005963322,0.0007169788,0.0007028723,0.0009307239,0.00151099,0.0004836803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007987775,"about_ca_system_score_gemma":0.002143168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001238915,"about_ca_topic_score_gemma":0.003080754,"domain_scores_codex":[0.9992892,0.0002151421,0.0001863412,0.00006850227,0.000161355,0.00007940743],"domain_scores_gemma":[0.9993984,0.0001542781,0.0001338447,0.00001720174,0.0001633387,0.0001330433],"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":[0.000212345,0.0003153085,0.174733,0.003221263,0.00008038223,0.06502502,0.01272835,0.002011173,0.01394158,0.0344468,0.07721489,0.61607],"study_design_scores_gemma":[0.00006844962,0.0008353831,0.1357937,0.009676866,0.0001116939,0.2961612,0.02352046,0.00249827,0.007846238,0.01471948,0.5086424,0.000125897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.3544742,0.2168508,0.04917298,0.1440995,0.003959561,0.001239994,0.0009499844,0.0003767342,0.2288763],"genre_scores_gemma":[0.814051,0.1174644,0.04170126,0.01528716,0.002484745,0.0004834521,0.0004244074,0.00006697795,0.008036642],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002560923,"threshold_uncertainty_score":0.008567095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294820561107865,"score_gpt":0.2377558267866479,"score_spread":0.2148076211755693,"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."}}