{"id":"W4411196682","doi":"10.1016/j.cjca.2025.05.023","title":"Donation After Circulatory Death in Heart Transplantation","year":2025,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Key Research and Development Program of China; Ministry of Science and Technology of the People's Republic of China","keywords":"Medicine; Circulatory system; Heart transplantation; Donation; Transplantation; Intensive care medicine; Cardiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002470688,0.0006892601,0.002956872,0.003478405,0.0003794766,0.001753899,0.000960631,0.001230042,0.005519533],"category_scores_gemma":[0.007751245,0.0003507439,0.001443886,0.003679451,0.0006018333,0.001135095,0.0009556682,0.001967131,0.000594005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001757485,"about_ca_system_score_gemma":0.004655987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008009553,"about_ca_topic_score_gemma":0.02046183,"domain_scores_codex":[0.999091,0.0002290399,0.0002618001,0.0001028712,0.0002506918,0.0000645645],"domain_scores_gemma":[0.9957296,0.002763553,0.0008158143,0.0000479104,0.000474375,0.0001687131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002353657,0.00007522483,0.0009913843,0.1417046,0.001029078,0.0001110711,0.00008861639,0.0001414495,0.00008843842,0.001956598,0.0379323,0.8156458],"study_design_scores_gemma":[0.0004703807,0.0002668847,0.01194398,0.3803068,0.009085934,0.001496205,0.0003803172,0.0001467462,0.0001892375,0.002977842,0.5926466,0.00008908666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004776392,0.9994076,0.0000126845,0.0001685102,0.000148582,0.000003037479,0.00001253617,9.59314e-7,0.0001984061],"genre_scores_gemma":[0.000668037,0.9988337,0.00003654342,0.0001998007,0.0001748706,0.000005804767,0.00001772517,5.036624e-7,0.00006306392],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008009553,"threshold_uncertainty_score":0.01846468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0441573389176327,"score_gpt":0.3514173326736039,"score_spread":0.3072599937559712,"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."}}