{"id":"W4379207337","doi":"10.1007/s00595-023-02699-5","title":"Elderly lung transplant recipients show acceptable long-term outcomes for lung transplantation: A propensity score-matched analysis","year":2023,"lang":"en","type":"article","venue":"Surgery Today","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Propensity score matching; Medicine; Single Center; Lung transplantation; Retrospective cohort study; Internal medicine; Surgery; Survival rate; Transplantation","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00143589,0.0004242854,0.001496218,0.0008782921,0.000290525,0.00009204642,0.0001738969,0.000214756,0.0004545928],"category_scores_gemma":[0.00009402091,0.0003396345,0.001141234,0.001817516,0.00006763219,0.0003428706,0.00001193704,0.0002262463,0.00002637155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000871876,"about_ca_system_score_gemma":0.000188854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009152584,"about_ca_topic_score_gemma":0.0003107115,"domain_scores_codex":[0.9968662,0.0001913239,0.0008588413,0.0007068349,0.0006134603,0.0007633645],"domain_scores_gemma":[0.9972757,0.001530532,0.0001936597,0.0005120942,0.0001923058,0.0002957778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009083959,0.0001194906,0.9880541,0.001146911,0.001919147,0.0004175971,0.00122133,0.00008666771,0.0005801328,0.00003147293,0.0007317986,0.004782987],"study_design_scores_gemma":[0.001647157,0.00005936284,0.9895733,0.0003248199,0.00502707,0.00004950268,0.00003743148,0.0006976388,0.002095365,0.0000229537,0.00005980216,0.0004055967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9545432,0.0001500959,0.04069102,0.00137794,0.0009392075,0.001290691,0.0004305638,0.0004123138,0.0001649531],"genre_scores_gemma":[0.9902806,0.0007324613,0.002118854,0.0003937841,0.000138087,0.0002553998,0.002788168,0.00006802772,0.003224588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03857217,"threshold_uncertainty_score":0.9999056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09154685258509693,"score_gpt":0.3513819100014821,"score_spread":0.2598350574163852,"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."}}