{"id":"W4205519493","doi":"10.1097/mat.0000000000001652","title":"2021 ELSO Adult and Pediatric Anticoagulation Guidelines","year":2022,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":398,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; Toronto General Hospital; University of Alberta","funders":"","keywords":"Guideline; Extracorporeal membrane oxygenation; Health care; Health professionals; MEDLINE; Extracorporeal","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":[0.003922564,0.0006467529,0.0008542963,0.003214019,0.0009690666,0.00352418,0.00223427,0.006856017,0.08705126],"category_scores_gemma":[0.02761209,0.000473677,0.001032162,0.002797819,0.0009379672,0.001838431,0.001612475,0.005348489,0.06147704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003864261,"about_ca_system_score_gemma":0.01410028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01172717,"about_ca_topic_score_gemma":0.01933615,"domain_scores_codex":[0.9949566,0.001080341,0.001250213,0.00028152,0.00193658,0.0004946943],"domain_scores_gemma":[0.9785943,0.004177083,0.001812947,0.0004768302,0.0129435,0.001995296],"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":[0.00001367489,0.00001455894,0.0001890288,0.0001925898,0.000003192559,0.00008501721,0.00002940356,0.00004768924,0.00004514067,0.00304865,0.9667371,0.02959397],"study_design_scores_gemma":[0.00001695256,0.000007828622,0.0004911184,0.00101271,0.000004562407,0.0002132811,0.00003087245,0.00004533965,0.00003821565,0.001265196,0.9968681,0.00000579499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001329115,0.03749712,0.005455072,0.2552973,0.04260717,0.001181883,0.02808007,0.001391249,0.6271611],"genre_scores_gemma":[0.01410821,0.05604424,0.02884443,0.3541395,0.02557241,0.00427195,0.1045836,0.00139824,0.4110376],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08705126,"threshold_uncertainty_score":0.2912155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02167411760842459,"score_gpt":0.2513156804167678,"score_spread":0.2296415628083432,"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."}}