{"id":"W6958328284","doi":"10.6084/m9.figshare.26613889","title":"Additional file 1 of Percutaneous cannulation is associated with lower rate of severe neurological complication in femoro-femoral ECPR: results from the Extracorporeal Life Support Organization Registry","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Percutaneous; Logistic regression; Complication; Extracorporeal; Table (database)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001157024,0.0008130597,0.001039657,0.001910534,0.0007138331,0.000861077,0.001172351,0.001009799,0.5587552],"category_scores_gemma":[0.02381604,0.0003795092,0.001435591,0.003896677,0.0001658913,0.001943253,0.0007390931,0.0009049976,0.03786858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000929006,"about_ca_system_score_gemma":0.001250259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00932182,"about_ca_topic_score_gemma":0.01058178,"domain_scores_codex":[0.9986144,0.000230344,0.0003623026,0.0002964191,0.000274462,0.0002220231],"domain_scores_gemma":[0.9841118,0.008089474,0.004308427,0.0008026483,0.002290529,0.0003970867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001346171,0.00025971,0.09070782,0.00439553,0.0003652436,0.0001647443,0.0001978115,0.0007499543,0.0001263686,0.0008672716,0.8869512,0.01386826],"study_design_scores_gemma":[0.007330528,0.001002426,0.749931,0.009111804,0.001218587,0.002111736,0.00171195,0.007010273,0.00111051,0.00777476,0.211341,0.0003454169],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.003794773,0.00007513894,0.000232531,0.000233223,0.00002616722,0.0001118302,0.9941942,0.00008790775,0.0012442],"genre_scores_gemma":[0.1162877,0.0004892588,0.003511188,0.001114854,0.0003291395,0.003980217,0.8608658,0.0004444183,0.01297752],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5587552,"threshold_uncertainty_score":0.6293821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02324867357267019,"score_gpt":0.2035508745672177,"score_spread":0.1803022009945476,"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."}}