{"id":"W2320251188","doi":"10.1097/01.prs.0000430080.26061.ec","title":"Abstract 138","year":2013,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001228468,0.0001276094,0.0002860729,0.0002384104,0.00005837822,0.00003204515,0.00003961606,0.00007241854,0.01664047],"category_scores_gemma":[0.0004904202,0.0001089674,0.0001022332,0.0001924879,0.0001769789,0.0001591913,0.000008822622,0.0002303178,0.003998813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003750003,"about_ca_system_score_gemma":0.0001855502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008607383,"about_ca_topic_score_gemma":0.000004302198,"domain_scores_codex":[0.9989273,0.0000240074,0.0002632875,0.0002257261,0.0002565947,0.0003031181],"domain_scores_gemma":[0.9971065,0.00229208,0.00005428254,0.0001455642,0.0001638841,0.0002377038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002101743,0.0001633673,0.8497245,0.0004124297,0.0002569828,0.0002734378,0.0001658001,0.00000151319,0.01504347,0.0003356258,0.008182361,0.1252303],"study_design_scores_gemma":[0.0003835638,0.0000280416,0.992388,0.0001429884,0.00002978286,0.0003640014,0.0001891529,0.0000408113,0.005475148,0.0002791421,0.0005417949,0.0001376494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821711,0.00007264684,0.0001606383,0.0002564063,0.0005963835,0.0002427992,0.00001810827,0.00007789438,0.016404],"genre_scores_gemma":[0.9986343,0.00005875783,0.0004410823,0.00006869206,0.0001500115,0.00002810865,0.00002711264,0.00001987936,0.0005719987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1426634,"threshold_uncertainty_score":0.9967767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02983594900278747,"score_gpt":0.2756497622599113,"score_spread":0.2458138132571238,"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."}}