{"id":"W2268272895","doi":"10.1111/petr.12674","title":"Now how do we get them home? Outpatient care of pediatric patients on mechanical circulatory support","year":2016,"lang":"en","type":"review","venue":"Pediatric Transplantation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Heart failure; Ventricular assist device; Intensive care medicine; Medical emergency; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002661619,0.0009114414,0.001752004,0.0006761709,0.00006891925,0.00004442906,0.0006018621,0.0009218636,0.000288092],"category_scores_gemma":[0.00002863134,0.0007431259,0.0008177408,0.0006387737,0.00002114531,0.0002351283,0.00002837035,0.0006301583,0.0005679483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000319775,"about_ca_system_score_gemma":0.0002194612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.958772e-7,"about_ca_topic_score_gemma":0.000002294159,"domain_scores_codex":[0.9958227,0.0002148409,0.001362463,0.0008261413,0.001147676,0.0006261471],"domain_scores_gemma":[0.9977162,0.00044572,0.0006234938,0.0007020838,0.0001917046,0.0003207586],"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":[0.00007210673,0.0005157012,0.01875426,0.3606748,0.0005470439,0.0001178113,0.001201682,0.0001047543,0.000001419878,0.0006892921,0.002046678,0.6152744],"study_design_scores_gemma":[0.01007989,0.002519324,0.01099669,0.01494644,0.04434112,0.000103587,0.0001336675,0.0001021485,0.0001454213,0.0006726852,0.9046037,0.01135536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005186773,0.9862897,0.0005739607,0.000006670222,0.002569282,0.001753988,0.002874345,0.0004255264,0.0003197898],"genre_scores_gemma":[0.08195479,0.915526,0.00007551703,0.000006239939,0.0009080361,0.0001826006,0.001119104,0.0002141801,0.00001348462],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.902557,"threshold_uncertainty_score":0.999502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02388679847671938,"score_gpt":0.2426270899504044,"score_spread":0.218740291473685,"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."}}