{"id":"W2125104239","doi":"10.1111/j.1600-6143.2010.03165.x","title":"Cold Machine Perfusion Versus Static Cold Storage of Kidneys Donated After Cardiac Death: A UK Multicenter Randomized Controlled Trial","year":2010,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":224,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"Novartis Pharmaceuticals UK Limited","keywords":"Medicine; Machine perfusion; Cold storage; Transplantation; Kidney transplantation; Randomized controlled trial; Context (archaeology); Kidney; Dialysis; Clinical endpoint; Urology; Surgery; Perfusion; Renal function; Internal medicine; Liver transplantation","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":[],"consensus_categories":[],"category_scores_codex":[0.001032343,0.0002355775,0.001830711,0.0003421307,0.00004194182,0.0000185286,0.0001033221,0.0000822972,0.000281318],"category_scores_gemma":[0.0001605703,0.0001646359,0.00073625,0.0001888977,0.0002188937,0.0001238418,0.000003521272,0.0004370284,0.000002800666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004121046,"about_ca_system_score_gemma":0.0001797196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001444868,"about_ca_topic_score_gemma":0.00002080727,"domain_scores_codex":[0.9974625,0.0003665272,0.001240763,0.0001573726,0.0005747765,0.0001980664],"domain_scores_gemma":[0.9972064,0.001026473,0.001029307,0.0001587445,0.0003681692,0.0002108793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9396831,0.000216101,0.002669797,0.0001810396,0.0005440058,0.0001265387,0.0009711705,0.000007084373,0.05523761,0.00007507203,0.00002317185,0.0002652914],"study_design_scores_gemma":[0.9524662,0.00251218,0.003487784,0.0002330862,0.005011036,0.00005086421,0.0001351789,0.0002696418,0.03558965,0.000005868177,0.00006505502,0.0001734304],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901026,0.0001328352,0.005847068,0.0004614255,0.001050398,0.002132098,0.0001472249,0.00002787021,0.00009850643],"genre_scores_gemma":[0.9906158,0.002619162,0.006209265,0.0002097669,0.0001378937,0.00006370508,0.00005499146,0.00003117106,0.00005819388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01964795,"threshold_uncertainty_score":0.6713656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005723334134042987,"score_gpt":0.2670853035804109,"score_spread":0.2613619694463679,"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."}}