{"id":"W4293108010","doi":"10.1016/j.xjon.2022.04.037","title":"Reply: Right, wrong, or somewhere in between?","year":2022,"lang":"en","type":"article","venue":"JTCVS Open","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"Edwards Lifesciences","keywords":"Extracorporeal membrane oxygenation; Medicine; Stroke (engine); Cardiology; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006101525,0.001368715,0.001799495,0.001259262,0.002439248,0.003431666,0.002810375,0.03760102,0.01413978],"category_scores_gemma":[0.05606073,0.0008837736,0.001487463,0.0009479319,0.004086596,0.008727524,0.002551341,0.04082881,0.01118544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002142678,"about_ca_system_score_gemma":0.00342498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003606379,"about_ca_topic_score_gemma":0.002750822,"domain_scores_codex":[0.9966902,0.0009903744,0.0005042162,0.0005841259,0.000804369,0.000426702],"domain_scores_gemma":[0.979926,0.01029181,0.001292713,0.0006136897,0.006159168,0.001716603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009092527,0.00002006112,0.0006023677,0.0001629833,0.00002584743,0.0009555678,0.0002020323,0.00004251126,0.0001464911,0.001541682,0.9899051,0.006304451],"study_design_scores_gemma":[0.0001397166,0.0001052862,0.001587617,0.0007812625,0.00007826131,0.006681849,0.002527007,0.0003681494,0.0005497508,0.009382928,0.9775773,0.0002210066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002577846,0.002036759,0.0001924869,0.9634169,0.03336319,0.00001607941,0.0001300117,0.00005153617,0.0005352478],"genre_scores_gemma":[0.002439882,0.00251314,0.0003271131,0.9660864,0.02603422,0.00003646568,0.00007600013,0.00002546458,0.002461296],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03760102,"threshold_uncertainty_score":0.04730225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03731029361627065,"score_gpt":0.2794779111127223,"score_spread":0.2421676174964517,"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."}}