{"id":"W2279366877","doi":"","title":"The international registry of heart and lung transplantation: A quarter century of thoracic transplantation","year":2009,"lang":"en","type":"article","venue":"Annals of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Lung transplantation; Transplantation; Quarter (Canadian coin); Heart transplantation; Lung; Intensive care medicine; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005695592,0.000192666,0.0004107192,0.0001925445,0.00008161844,0.00001802391,0.0001550144,0.0001249646,0.00002174921],"category_scores_gemma":[0.00002067898,0.0001503215,0.0001990553,0.0002156954,0.0001515612,0.0002532535,0.000001637892,0.0001490576,7.084764e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007610747,"about_ca_system_score_gemma":0.00007129581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000489354,"about_ca_topic_score_gemma":0.00002676334,"domain_scores_codex":[0.9980749,0.0001194709,0.0008335072,0.000243572,0.0005293037,0.0001992574],"domain_scores_gemma":[0.9986545,0.0003904105,0.0003396589,0.0002333571,0.0002993775,0.00008266899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03655874,0.001037088,0.1438262,0.01580729,0.001202436,0.0001883578,0.02988312,0.0002910706,0.6735321,0.01822289,0.0009362036,0.07851448],"study_design_scores_gemma":[0.001829233,0.0005357809,0.6543669,0.001025096,0.0007020031,0.0004446325,0.0004850065,0.0002103024,0.3393597,0.0006374128,0.0002229685,0.0001809478],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782676,0.001622379,0.01045128,0.00702806,0.0002357512,0.0005049426,0.0004039521,0.00003397064,0.001452096],"genre_scores_gemma":[0.9625054,0.03110582,0.005601759,0.0003389177,0.00005716467,0.000008334737,0.0003378731,0.00001274573,0.00003196417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5105407,"threshold_uncertainty_score":0.6129932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03384828219088096,"score_gpt":0.3817837171788404,"score_spread":0.3479354349879594,"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."}}