{"id":"W2331592115","doi":"10.1097/01.prs.0000445841.42287.23","title":"Abstract 58","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":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005669211,0.000685141,0.0004317336,0.001984889,0.001284511,0.002818942,0.0008317064,0.001342418,0.7565276],"category_scores_gemma":[0.002318672,0.0002308045,0.0004887673,0.0009189555,0.0003860833,0.001110648,0.00178205,0.001203703,0.6057908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117219,"about_ca_system_score_gemma":0.002771498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003770289,"about_ca_topic_score_gemma":0.005159028,"domain_scores_codex":[0.9993435,0.00005234055,0.00003621039,0.00008141986,0.0003905776,0.00009590264],"domain_scores_gemma":[0.9978724,0.0001650006,0.00006218999,0.0001383658,0.001274276,0.0004877788],"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":[0.00004682861,0.00006992691,0.0003355579,0.00009162566,0.000003248641,0.00008043182,0.00002747169,0.0000346556,0.0004108379,0.002152807,0.9027125,0.0940342],"study_design_scores_gemma":[0.00001725219,0.00003344578,0.001604464,0.0001369287,0.000005124793,0.00008906974,0.00007348313,0.00005183178,0.0002017058,0.001019051,0.9967637,0.000003882571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00101882,0.0008518772,0.0005942667,0.005661569,0.01137566,0.0002724597,0.002042776,0.0004104999,0.9777721],"genre_scores_gemma":[0.002659714,0.0005705035,0.0002212629,0.001185918,0.001673601,0.0000658335,0.001214276,0.00006231289,0.9923466],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2434724,"threshold_uncertainty_score":0.3472838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02817546383341619,"score_gpt":0.2800801768420421,"score_spread":0.2519047130086259,"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."}}