{"id":"W4386425035","doi":"10.1016/j.xjon.2023.08.014","title":"Early national trends of lung allograft use during donation after circulatory death heart procurement in the United States","year":2023,"lang":"en","type":"article","venue":"JTCVS Open","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"Landesamt für Umwelt, Naturschutz und Geologie; Canadian Association of Optometrists; Mayo Foundation for Medical Education and Research; Mayo Clinic","keywords":"Donation; Medicine; Organ donation; Circulatory system; Concomitant; Transplantation; Perfusion; Cardiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001132344,0.00009681545,0.0001497761,0.000820706,0.0002052077,0.0005515926,0.0003857399,0.0003219116,0.001896153],"category_scores_gemma":[0.002626999,0.00011873,0.0003020689,0.00105719,0.0002329583,0.0006732281,0.0005034239,0.0005056905,0.0002060785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005552343,"about_ca_system_score_gemma":0.0005073785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00917624,"about_ca_topic_score_gemma":0.01711601,"domain_scores_codex":[0.9992909,0.000146857,0.0001155128,0.0001378512,0.0001894236,0.0001193779],"domain_scores_gemma":[0.9953619,0.0006780666,0.002792371,0.0001637406,0.0005950248,0.0004089688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002904079,0.00001421223,0.9976773,0.00001494139,0.00001666292,0.00001911508,0.00004934895,0.00003853213,0.0001252749,0.00002840441,0.0002198804,0.001767301],"study_design_scores_gemma":[9.513186e-7,0.00001854331,0.99928,0.00001795219,0.000006294231,0.0000990494,0.0001457969,0.0001013249,0.00007199754,0.000008202275,0.0002481063,0.000001695783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995948,0.001281736,0.0001341703,0.0002620807,0.00001166866,0.000006243258,0.001544388,0.000008468325,0.0008032956],"genre_scores_gemma":[0.9978982,0.0004417674,0.0001108284,0.00008453218,0.00001079608,0.000009154289,0.001241907,0.000002614835,0.0002002294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00917624,"threshold_uncertainty_score":0.0182457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0834955887202653,"score_gpt":0.3853349094895162,"score_spread":0.3018393207692509,"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."}}