{"id":"W3154874823","doi":"10.1097/mat.0000000000001420","title":"Early Improvement in Clinical Status Following Ventricular Assist Device Implantation in Children: A Marker for Survival","year":2021,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"National Heart, Lung, and Blood Institute","keywords":"Ventricular assist device; Implant; Ambulatory; Cohort; Cardiomyopathy; Retrospective cohort study; Inotrope","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":[0.0008159722,0.0002421125,0.0003645337,0.001153077,0.0002944708,0.0006173318,0.0003157914,0.0003442948,0.0009122421],"category_scores_gemma":[0.003244717,0.0001505073,0.000477843,0.001143926,0.0003398013,0.0006917181,0.000538667,0.0007375056,0.0001443717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003435672,"about_ca_system_score_gemma":0.0004234831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002335564,"about_ca_topic_score_gemma":0.003313041,"domain_scores_codex":[0.999419,0.0001311931,0.00009423008,0.00009994931,0.0001340712,0.0001216116],"domain_scores_gemma":[0.997071,0.0005169764,0.00172781,0.00008462514,0.000217652,0.0003820079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002078959,0.000005304401,0.9993642,0.000005248737,0.000007577328,0.00004624806,0.00002452111,0.00001868353,0.00004028653,0.00000582824,0.00002615067,0.000435119],"study_design_scores_gemma":[0.000001061798,0.00004784705,0.999391,0.000007243036,0.000008706011,0.0002899527,0.00008575065,0.00004923695,0.00003928474,0.000005859746,0.00007216893,0.000001791425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982368,0.0006335111,0.00009636711,0.00005288965,0.000007031041,0.00000897577,0.000565819,0.00000303237,0.0003955696],"genre_scores_gemma":[0.9988045,0.0003534484,0.0001228602,0.00001644091,0.00001360498,0.00001178242,0.0006199878,0.000001610032,0.00005581431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002335564,"threshold_uncertainty_score":0.004643917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841625669898691,"score_gpt":0.2848634318663426,"score_spread":0.2664471751673557,"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."}}