{"id":"W2085140638","doi":"10.1016/j.healun.2007.11.218","title":"210: Improved Outcome of Lung Transplantation in Highly Sensitized Recipients","year":2008,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Lung transplantation; Outcome (game theory); Transplantation; Lung; Intensive care medicine; Internal medicine","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":[0.0009974873,0.0002076683,0.0003457369,0.0004702106,0.0002804681,0.0006215341,0.0002730606,0.0005352446,0.00356871],"category_scores_gemma":[0.001440567,0.0001011493,0.0003504411,0.0004335077,0.0003654984,0.0004735838,0.0004136441,0.0004062594,0.0004482962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002609842,"about_ca_system_score_gemma":0.0003207655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002022144,"about_ca_topic_score_gemma":0.0003973311,"domain_scores_codex":[0.9996183,0.0001507406,0.00002920435,0.00005708747,0.00006257801,0.00008212445],"domain_scores_gemma":[0.9992529,0.0002080787,0.0002590461,0.00007073217,0.00004514396,0.000164036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01249946,0.001382098,0.9182648,0.0001872247,0.0001961557,0.001331618,0.0001834029,0.0003142695,0.01555565,0.000604892,0.001136091,0.04834435],"study_design_scores_gemma":[0.000235585,0.003695336,0.9860322,0.00002863803,0.0002419559,0.002887377,0.000144373,0.0003442739,0.004701999,0.0004308931,0.001236719,0.00002064588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997077,0.0005280241,0.0002541399,0.0001608646,0.00005511992,0.00001491263,0.0001593256,0.000006761267,0.001743784],"genre_scores_gemma":[0.9987674,0.0001438359,0.0001483275,0.0001186909,0.0001042268,0.00001197473,0.0001797481,0.000003602084,0.0005223493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00356871,"threshold_uncertainty_score":0.01193851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02546921067729053,"score_gpt":0.3192131712547493,"score_spread":0.2937439605774588,"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."}}