{"id":"W2339024860","doi":"10.1016/j.healun.2018.06.005","title":"Frailty and clinical benefits with lung transplantation","year":2018,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Internal medicine; Cohort; Retrospective cohort study; Lung transplantation; Transplantation; Physical therapy; Gerontology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003761429,0.0004989833,0.0008501504,0.001274918,0.0007434895,0.001903545,0.0007237386,0.00120078,0.002485802],"category_scores_gemma":[0.01748913,0.0002163072,0.001493277,0.001634882,0.001058853,0.001523833,0.001800754,0.001960253,0.0002056828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066533,"about_ca_system_score_gemma":0.0009919996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003282322,"about_ca_topic_score_gemma":0.004021817,"domain_scores_codex":[0.9977821,0.0008998803,0.0002920826,0.0002176143,0.0003611461,0.0004471752],"domain_scores_gemma":[0.9913065,0.002388135,0.003409602,0.000475778,0.00056567,0.001854237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001500411,0.0003520601,0.9856176,0.00008431807,0.0005548914,0.0001226263,0.000112834,0.0001365594,0.0000533913,0.000274416,0.0003422683,0.01084871],"study_design_scores_gemma":[0.0000710318,0.0005885352,0.9966683,0.000081133,0.0003793601,0.0002535584,0.0002786444,0.0002425203,0.00005084563,0.0009080904,0.0004563871,0.00002165079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825841,0.01164943,0.0001910718,0.001906166,0.0001645974,0.00002106561,0.0005041547,0.000005908116,0.002973686],"genre_scores_gemma":[0.99796,0.001035374,0.00007651134,0.0001659865,0.0002287494,0.000009599203,0.0003196902,0.000001651978,0.0002025348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003761429,"threshold_uncertainty_score":0.01989257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03736163049782362,"score_gpt":0.3694647867153475,"score_spread":0.3321031562175238,"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."}}