{"id":"W1597295647","doi":"10.1016/j.accpm.2014.08.006","title":"Novel CO2 removal device driven by a renal-replacement system without hemofilter. A first step experimental validation","year":2015,"lang":"en","type":"article","venue":"Anaesthesia Critical Care & Pain Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; pCO2; Blood flow; Oxygenation; Co2 removal; Acidosis; Anesthesia; Extracorporeal; Extracorporeal circulation; Cardiology; Surgery; Carbon dioxide; Chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001330878,0.0004235656,0.0006292028,0.0001060968,0.0001160854,0.00004783631,0.0003346984,0.0001994508,0.0001242001],"category_scores_gemma":[0.0004642381,0.0003831312,0.00008996801,0.0002566068,0.0001614023,0.0001922467,0.00004192771,0.0002716064,0.00007244873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006608047,"about_ca_system_score_gemma":0.00005661772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001252893,"about_ca_topic_score_gemma":0.00002730889,"domain_scores_codex":[0.9969057,0.00025196,0.0007072304,0.000539507,0.00102627,0.0005693738],"domain_scores_gemma":[0.9981,0.0002281528,0.00006159533,0.0005861812,0.0002636164,0.0007604035],"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":[0.002288629,0.002672042,0.1000507,0.02492984,0.001916621,0.005498721,0.05633023,0.00779441,0.2683227,0.07465142,0.4376985,0.01784625],"study_design_scores_gemma":[0.01541214,0.009468949,0.000598119,0.006692814,0.0012001,0.001426497,0.1264077,0.2533662,0.07759571,0.00008424978,0.5033455,0.004402019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8097558,0.01235364,0.1641817,0.004219222,0.0007454384,0.001699409,0.00003864288,0.00193832,0.005067822],"genre_scores_gemma":[0.9943458,0.000003961286,0.003611685,0.001425617,0.0002364494,0.0001244922,0.0001391132,0.00009541917,0.00001741105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2455718,"threshold_uncertainty_score":0.9998621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0291012806824161,"score_gpt":0.2804809213399579,"score_spread":0.2513796406575419,"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."}}