{"id":"W3118740679","doi":"10.1097/01.tp.0000580472.17422.db","title":"ILTS Annual Congress 2019, Toronto, Cananda, May 15-18, 2019","year":2019,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001439643,0.0001848121,0.0002462448,0.00008938571,0.00005961645,0.00002312256,0.00007742694,0.0001384042,0.004759223],"category_scores_gemma":[0.000004460373,0.0001734705,0.00007644189,0.0001131205,0.00003212993,0.0004456031,0.000002484192,0.00013,0.0009393588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001009242,"about_ca_system_score_gemma":0.0001291706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002386699,"about_ca_topic_score_gemma":0.002183793,"domain_scores_codex":[0.9986922,0.00004753411,0.0003086842,0.000301143,0.000402183,0.000248308],"domain_scores_gemma":[0.9993625,0.00006361003,0.00008266704,0.0001996185,0.000154329,0.0001372426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01681722,0.001540213,0.6157904,0.005874135,0.001268683,0.0009382571,0.03733124,0.0006363507,0.1327297,0.01652012,0.126125,0.04442866],"study_design_scores_gemma":[0.01427533,0.0006068788,0.931762,0.0004064867,0.0006037944,0.0004402814,0.0006665864,0.0003619088,0.03124087,0.0000574267,0.01901073,0.0005677168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665782,0.0005060508,0.0009429185,0.0009958956,0.001440901,0.0009733181,0.0009218946,0.0002026856,0.02743814],"genre_scores_gemma":[0.9778665,0.001110375,0.0002921036,0.00053428,0.0001224148,0.00001052864,0.002251961,0.00003307313,0.01777876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3159716,"threshold_uncertainty_score":0.9998385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008145114054792386,"score_gpt":0.2681226533254262,"score_spread":0.2599775392706338,"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."}}