{"id":"W2776786762","doi":"10.1097/tp.0000000000001818","title":"Of Cells and Microparticles","year":2017,"lang":"en","type":"review","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Strengths and weaknesses; Standardization; Risk analysis (engineering); Computer science; Imperfect; Computational biology; Medicine; Immunology; Data science; Biology; Psychology","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":[0.001011403,0.0008399407,0.001021635,0.00211429,0.0004195301,0.002450238,0.000891131,0.001924543,0.004421885],"category_scores_gemma":[0.001296862,0.0002950758,0.0006018396,0.001227992,0.001336876,0.002477589,0.001869598,0.00186339,0.002760479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006851282,"about_ca_system_score_gemma":0.0009605143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008510205,"about_ca_topic_score_gemma":0.0008480982,"domain_scores_codex":[0.9991848,0.0001752692,0.00009403798,0.0001171618,0.0003612137,0.00006752979],"domain_scores_gemma":[0.9995223,0.0002490416,0.00007477413,0.0000298994,0.00008865297,0.00003523709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009167615,0.00008109488,0.0004553391,0.0196498,0.0001756316,0.000613963,0.00034892,0.0003738338,0.01219043,0.07168935,0.04844184,0.8458881],"study_design_scores_gemma":[0.000007458079,0.00004789059,0.0002882745,0.001564621,0.00003144907,0.0009252772,0.00006600681,0.000073497,0.004497244,0.004413045,0.9880696,0.00001579154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000652943,0.9850553,0.002045247,0.001463942,0.001759436,0.00002984763,0.00006392307,0.00003477393,0.008894569],"genre_scores_gemma":[0.007894592,0.9768363,0.002296407,0.002002564,0.001184115,0.00006700653,0.0001334506,0.00001522421,0.009570425],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004421885,"threshold_uncertainty_score":0.01479268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1151532090470382,"score_gpt":0.3994774752605612,"score_spread":0.284324266213523,"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."}}