{"id":"W2319324622","doi":"10.1097/01.prs.0000430013.90710.f1","title":"Abstract 71","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":"University of Toronto","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":[0.0001216723,0.0001259783,0.0002829328,0.0002357621,0.00005763593,0.00003148259,0.00003906733,0.00007150869,0.01677814],"category_scores_gemma":[0.0004912601,0.000107562,0.0001008799,0.0001900749,0.0001798619,0.0001572063,0.000008676884,0.000227828,0.003828799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003694809,"about_ca_system_score_gemma":0.0001874613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000843512,"about_ca_topic_score_gemma":0.000004216584,"domain_scores_codex":[0.9989391,0.00002374589,0.0002604373,0.0002230951,0.0002538726,0.0002997628],"domain_scores_gemma":[0.9971161,0.002289336,0.00005360604,0.0001438418,0.0001620523,0.0002350844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002060019,0.0001601451,0.8558548,0.0004094755,0.000252591,0.0002691726,0.00016297,0.00000147783,0.01513234,0.0003358083,0.007921641,0.1192936],"study_design_scores_gemma":[0.0003806553,0.00002739867,0.9924181,0.000141866,0.00002911032,0.0003571719,0.000188201,0.00003870603,0.005490218,0.000276135,0.0005175872,0.0001348238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831736,0.00007208277,0.000158227,0.0002579512,0.0005927901,0.0002400054,0.00001793797,0.00007762824,0.01540976],"genre_scores_gemma":[0.9986557,0.00005979367,0.0004445143,0.00006770298,0.0001485587,0.00002763459,0.00002674326,0.00001959465,0.0005497118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1365633,"threshold_uncertainty_score":0.9969468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02995275885672539,"score_gpt":0.2759655874432271,"score_spread":0.2460128285865018,"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."}}