{"id":"W2265177359","doi":"10.1016/j.humimm.2014.08.191","title":"P129","year":2014,"lang":"en","type":"article","venue":"Human Immunology","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Hospital Edmonton","funders":"","keywords":"Heart transplantation; Medicine; Human leukocyte antigen; Typing; Flow cytometry; Transplantation; Surgery; Internal medicine; Cardiology; Immunology; Antigen; Biology","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":[0.0005811595,0.0004666294,0.0004263789,0.001090026,0.001188956,0.003672335,0.0007408296,0.002329968,0.6085749],"category_scores_gemma":[0.003084399,0.0002575237,0.0004464539,0.0007296167,0.0007832786,0.0008034181,0.001331434,0.001943568,0.3895881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009228121,"about_ca_system_score_gemma":0.001956492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003048813,"about_ca_topic_score_gemma":0.007968416,"domain_scores_codex":[0.9995654,0.00005175064,0.00001965379,0.00005385723,0.0002480156,0.00006134555],"domain_scores_gemma":[0.9985549,0.0003188793,0.00005336031,0.0001552743,0.0005264676,0.0003910857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003193872,0.00004131239,0.0002181146,0.00006238181,0.000002676661,0.0001042503,0.00002282155,0.00002670451,0.0003123156,0.004863701,0.9148222,0.0794917],"study_design_scores_gemma":[0.00001322458,0.00001788208,0.0006992285,0.00008209357,0.000002288429,0.0002029384,0.00003299949,0.00003920121,0.0001553453,0.001985486,0.9967657,0.000003533203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006422663,0.001650037,0.0006375325,0.0138503,0.01293853,0.0001470892,0.0007379951,0.000368928,0.9690273],"genre_scores_gemma":[0.002429705,0.0007000611,0.0003003749,0.006260542,0.004296288,0.00005261922,0.0003314131,0.00009604964,0.9855329],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6085749,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02521860596880364,"score_gpt":0.3380677987779728,"score_spread":0.3128491928091691,"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."}}