{"id":"W1988807789","doi":"10.1097/01.prs.0000445100.14717.97","title":"Abstract 67","year":2014,"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; Reconstructive surgery; Plastic surgery; General surgery; Surgery","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":[0.0002794865,0.000121731,0.0002918556,0.0002293736,0.00006244125,0.00001884816,0.0000387972,0.00006981291,0.003069122],"category_scores_gemma":[0.0009846652,0.0001070806,0.0001022025,0.00016493,0.0001701476,0.00007698294,0.00000782856,0.0002199355,0.000939512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003030796,"about_ca_system_score_gemma":0.0001405793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001772819,"about_ca_topic_score_gemma":0.00000544002,"domain_scores_codex":[0.9989517,0.00003931639,0.0002447328,0.0002317832,0.0002593945,0.0002730391],"domain_scores_gemma":[0.9960707,0.003409293,0.00005603818,0.0001543323,0.0001037666,0.0002058596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004860075,0.0001315875,0.8416109,0.0004486508,0.0001863438,0.0001665601,0.000130062,0.000003348433,0.006890187,0.001347775,0.002135264,0.1464633],"study_design_scores_gemma":[0.0005866599,0.00004908515,0.9883953,0.0001961756,0.00004760061,0.0003901593,0.00008565147,0.0001056604,0.006960629,0.0003392455,0.002679563,0.0001642104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734417,0.00004149384,0.001019782,0.0001683572,0.0007544695,0.0001167549,0.00001833789,0.00008349178,0.02435568],"genre_scores_gemma":[0.9988575,0.00003690347,0.0004472696,0.0000700733,0.0002306088,0.000007688023,0.00002743809,0.00001944326,0.0003030895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1467845,"threshold_uncertainty_score":0.9998384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0281155804087685,"score_gpt":0.2799150888360117,"score_spread":0.2517995084272432,"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."}}