{"id":"W4238505904","doi":"10.1034/j.1600-6143.3.s5.15.x","title":"Abstracts (151 ‐ 254)","year":2003,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","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":["insufficient_payload"],"category_scores_codex":[0.001103091,0.001731676,0.001390116,0.003762739,0.00132317,0.003685238,0.001370895,0.002564176,0.7642093],"category_scores_gemma":[0.002720133,0.0005341906,0.001089633,0.002264974,0.0003275181,0.001385335,0.00147793,0.001465296,0.5709093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001341157,"about_ca_system_score_gemma":0.001445971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002958766,"about_ca_topic_score_gemma":0.00604166,"domain_scores_codex":[0.9993349,0.00007983058,0.00008577747,0.00008592797,0.0002777505,0.0001358349],"domain_scores_gemma":[0.9970577,0.0005490641,0.0002084861,0.0001121473,0.001205472,0.0008672004],"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":[0.000419241,0.0001754783,0.000398543,0.0004536566,0.0000223153,0.0001434403,0.00002517128,0.00005346316,0.000721291,0.0003439506,0.9298569,0.06738657],"study_design_scores_gemma":[0.0002306941,0.0002302978,0.005332267,0.0007108151,0.00006270382,0.0002673566,0.00005573861,0.0001167377,0.0008854077,0.0007288126,0.9913616,0.00001757342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005259723,0.01890222,0.001198937,0.01574476,0.1038524,0.0009825551,0.01751784,0.001199462,0.8353421],"genre_scores_gemma":[0.00388524,0.004767963,0.0003030761,0.002583937,0.01744608,0.0002797337,0.003780146,0.0001820821,0.9667718],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2357907,"threshold_uncertainty_score":0.3363267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584586205093573,"score_gpt":0.314310087708081,"score_spread":0.2984642256571453,"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."}}