{"id":"W4394719055","doi":"10.1016/j.healun.2024.02.448","title":"Predicting Renal Function After Lung Transplantation","year":2024,"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":"The Metabolomics Innovation Centre; University of Alberta","funders":"","keywords":"Lung transplantation; Lung function; Transplantation; Renal function; Medicine; 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":[0.003906263,0.0006363337,0.00100257,0.001645198,0.0006696928,0.002937404,0.0007101277,0.0009672218,0.001129702],"category_scores_gemma":[0.01018601,0.0002081552,0.000950571,0.001526646,0.0005614611,0.001417192,0.001102686,0.00200905,0.0003187821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008239814,"about_ca_system_score_gemma":0.001321475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002040225,"about_ca_topic_score_gemma":0.002948679,"domain_scores_codex":[0.9978204,0.0009244748,0.0002167056,0.0001992201,0.0004712481,0.0003679311],"domain_scores_gemma":[0.9923937,0.002945238,0.001818472,0.0003078612,0.0009953019,0.001539404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002316378,0.0001376308,0.9948955,0.00001427859,0.00008045298,0.00002595696,0.00002458685,0.0001366208,0.00004106884,0.00004118984,0.0001728402,0.004198194],"study_design_scores_gemma":[0.00004926764,0.0009260458,0.9919601,0.00007764271,0.0002845488,0.0003837972,0.0004041326,0.003628186,0.0006161422,0.0006895621,0.0009479662,0.00003250727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933113,0.002233904,0.0006766978,0.0007206118,0.0001765935,0.00002943177,0.0004551645,0.00001913176,0.0023772],"genre_scores_gemma":[0.998281,0.0004091332,0.0002518693,0.0001180045,0.0001459072,0.00001204659,0.000435854,0.00000360653,0.0003426004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003906263,"threshold_uncertainty_score":0.02065855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164859999383491,"score_gpt":0.2980956739774989,"score_spread":0.286447073983664,"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."}}