{"id":"W4253959632","doi":"10.1111/ajt.14155","title":"Abstracts","year":2017,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001054268,0.001032659,0.0006030587,0.002801716,0.001375899,0.004176723,0.001084706,0.001495061,0.7309961],"category_scores_gemma":[0.005885999,0.0002320773,0.0007094665,0.001426633,0.0003244489,0.001350483,0.002102401,0.001392401,0.5217006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001492719,"about_ca_system_score_gemma":0.002531533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001724399,"about_ca_topic_score_gemma":0.002757553,"domain_scores_codex":[0.9990147,0.0001158221,0.00008176464,0.0001142625,0.0005692081,0.000104051],"domain_scores_gemma":[0.9965343,0.0002631378,0.0001787518,0.0001985244,0.001866007,0.0009591498],"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":[0.00005771824,0.00002834268,0.0001795157,0.0002482169,0.000005763653,0.00007371428,0.0000188871,0.00001736021,0.00029644,0.001000867,0.9425998,0.05547329],"study_design_scores_gemma":[0.00001554628,0.00001360493,0.0005140434,0.0001979272,0.000005066294,0.0001285878,0.00003823049,0.00001538647,0.0001408211,0.0006740789,0.9982523,0.000004339184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001925374,0.01141588,0.001299823,0.02568782,0.08363435,0.0007113711,0.01489757,0.0009149906,0.8595128],"genre_scores_gemma":[0.005652288,0.00506692,0.0005359354,0.004781439,0.01400755,0.0002878254,0.006770373,0.0003063826,0.9625914],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2690039,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01322133828538827,"score_gpt":0.3141957995148238,"score_spread":0.3009744612294356,"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."}}