{"id":"W2037952512","doi":"10.1097/01.prs.0000465571.41701.e6","title":"Abstract 123","year":2015,"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; 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":[0.00029014,0.0001196931,0.0002890658,0.0002393584,0.0000374959,0.00001942062,0.00003829935,0.00007022813,0.001185406],"category_scores_gemma":[0.001063186,0.0001049814,0.00008428003,0.0002153984,0.0001696505,0.0001046222,0.000009534599,0.0002158308,0.001529514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006384573,"about_ca_system_score_gemma":0.0004942911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002930276,"about_ca_topic_score_gemma":0.000006581332,"domain_scores_codex":[0.9988974,0.00003041973,0.0002441342,0.000215366,0.0003435017,0.0002691388],"domain_scores_gemma":[0.9975992,0.00162446,0.00005328383,0.0001394508,0.0001965228,0.000387069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001092286,0.0001876125,0.9319123,0.0002819386,0.0002469429,0.001004677,0.000405176,0.00000572658,0.002642284,0.0003465713,0.009737317,0.05213716],"study_design_scores_gemma":[0.001469088,0.00009454349,0.9835493,0.0002574796,0.00007946744,0.001270702,0.0007775439,0.00006466157,0.007240439,0.0005520196,0.004374047,0.0002707212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758157,0.0001287799,0.0002526482,0.0001840348,0.001022804,0.0001371574,0.00003103834,0.00008552967,0.02234235],"genre_scores_gemma":[0.9987683,0.00003464209,0.0004588761,0.00004798706,0.0002011069,0.000008344093,0.00003494616,0.00001916134,0.0004266157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05186643,"threshold_uncertainty_score":0.9997277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0707867139843268,"score_gpt":0.3099244742699525,"score_spread":0.2391377602856257,"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."}}