{"id":"W2765922116","doi":"10.1016/j.jacc.2017.09.009","title":"Expanding the Use of Temporary Ventricular Assist Devices in Pediatric Patients","year":2017,"lang":"en","type":"letter","venue":"Journal of the American College of Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Intensive care medicine; Medical emergency","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":[],"consensus_categories":[],"category_scores_codex":[0.0005890604,0.0002778425,0.001615604,0.0003636138,0.00006197681,0.00001474426,0.001382272,0.000256608,0.000005621497],"category_scores_gemma":[0.0003933334,0.0001658583,0.0007285632,0.0003885681,0.0002652698,0.0001559123,0.0001675159,0.001366353,0.000001221013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001219942,"about_ca_system_score_gemma":0.0001527782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001473366,"about_ca_topic_score_gemma":0.000003267304,"domain_scores_codex":[0.9972047,0.0005864528,0.001164916,0.000166149,0.0005757117,0.000302049],"domain_scores_gemma":[0.9954309,0.0006985518,0.002847391,0.000764071,0.0002106342,0.00004848146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002708554,0.00001088042,0.7076937,0.0002337854,0.00045169,0.0008967418,0.000009617003,0.004252432,0.000008539419,0.000001808898,0.2862909,0.0001228608],"study_design_scores_gemma":[0.0008451478,0.0003319618,0.6007887,0.0003298737,0.0008181685,0.0005285648,0.00006865031,0.0001630924,0.0001232535,0.0001042797,0.395428,0.000470306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862893,0.001420521,0.00009841335,0.008963707,0.00240002,0.0003768213,0.0002433151,0.00001071477,0.0001971395],"genre_scores_gemma":[0.9941846,0.0000673491,0.0000953346,0.003842603,0.001728742,0.000005698812,0.000005474717,0.00004822807,0.00002195426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1091372,"threshold_uncertainty_score":0.6763505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497798824038342,"score_gpt":0.2407145943361092,"score_spread":0.2157366060957258,"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."}}