{"id":"W4391113115","doi":"10.1016/j.xjon.2024.01.009","title":"A modified intraventricular balloon method for functional assessment of hearts from donation after circulatory death","year":2024,"lang":"en","type":"article","venue":"JTCVS Open","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ted Rogers Centre for Heart Research; University Health Network; Hospital for Sick Children; University of Toronto","funders":"James H. Cummings Foundation","keywords":"Circulatory system; Donation; Balloon; Medicine; Cardiology; Internal medicine; Anesthesia; Political science","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":[0.0008501657,0.0002978662,0.0002381116,0.0003404428,0.0001176716,0.0002045381,0.0001957814,0.0003177504,0.0006206479],"category_scores_gemma":[0.0005749525,0.0001274252,0.0001537966,0.0001200197,0.0003045134,0.0002704516,0.0002030795,0.0003976772,0.0001390558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008395439,"about_ca_system_score_gemma":0.0001249823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008424889,"about_ca_topic_score_gemma":0.0002097783,"domain_scores_codex":[0.9997708,0.00007121392,0.00001760639,0.00005372075,0.00006510776,0.00002157628],"domain_scores_gemma":[0.9995785,0.0001096674,0.0001533878,0.00004632415,0.00005062091,0.00006147157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006721334,0.00006006248,0.012545,0.0001027649,0.00002335103,0.0001528934,0.00007925133,0.00006578229,0.968182,0.00004753504,0.00005720849,0.01801199],"study_design_scores_gemma":[0.00009578451,0.01095678,0.5644721,0.00006606236,0.0002326067,0.00552936,0.0002176912,0.003542594,0.4125791,0.0001638392,0.002051523,0.00009245266],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9798269,0.001563473,0.01788791,0.00003257232,0.00004415549,0.00006762549,0.0001251612,0.00008297082,0.0003690711],"genre_scores_gemma":[0.9721544,0.0007914491,0.02609538,0.00003858747,0.00003323708,0.0001493304,0.0001791821,0.00001713142,0.0005412517],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0008501657,"threshold_uncertainty_score":0.004496157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06861694542488513,"score_gpt":0.4151454966954879,"score_spread":0.3465285512706028,"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."}}