{"id":"W2320835381","doi":"10.1097/tp.0000000000000990","title":"Frailty and Its Impact on Posttransplant Outcomes","year":2015,"lang":"en","type":"letter","venue":"Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Sept Iles","funders":"","keywords":"Medicine; Test (biology); Transplantation; Intensive care medicine; Ventricular assist device; Stressor; Heart failure; Surgery; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002428378,0.0003586809,0.0003656188,0.00102107,0.0006388546,0.001303249,0.0004855343,0.0006151994,0.003929509],"category_scores_gemma":[0.02009127,0.0001467424,0.0008342476,0.0008874785,0.0005619694,0.0008054033,0.001458486,0.002214468,0.0004003622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000935392,"about_ca_system_score_gemma":0.0007365935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007642911,"about_ca_topic_score_gemma":0.007271416,"domain_scores_codex":[0.9987166,0.0004474489,0.0001348656,0.0001268456,0.0002926482,0.0002815863],"domain_scores_gemma":[0.98849,0.003087314,0.004030447,0.0005298908,0.001484598,0.002377655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006105197,0.0001856797,0.9526377,0.00009216589,0.0002902396,0.0002628431,0.0003571638,0.0003476633,0.0001186482,0.0003779214,0.001813116,0.04290627],"study_design_scores_gemma":[0.0000086632,0.0003091464,0.9966726,0.0001398294,0.0001110547,0.0003567499,0.0002030964,0.000360504,0.00007711419,0.0007058803,0.001032663,0.00002264964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975501,0.01141967,0.0004517842,0.004435628,0.0002446172,0.00002622847,0.0006938592,0.00002885137,0.007198221],"genre_scores_gemma":[0.9972429,0.001559069,0.0001411219,0.0002382121,0.0001577078,0.00001080868,0.0002717475,0.000007030508,0.0003714244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007642911,"threshold_uncertainty_score":0.01519686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07643050093289858,"score_gpt":0.3913456577508584,"score_spread":0.3149151568179598,"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."}}