{"id":"W2324265822","doi":"10.1097/01.prs.0000465546.73981.ef","title":"Abstract 98","year":2015,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","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":[0.0002844803,0.0001185523,0.0002987943,0.0002362076,0.0000368248,0.00001925388,0.00003784674,0.00006947031,0.001867414],"category_scores_gemma":[0.001046334,0.0001040143,0.00008338958,0.0002134027,0.0001687063,0.0001041471,0.000009351937,0.0002150291,0.001246593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000631625,"about_ca_system_score_gemma":0.0004947567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003895928,"about_ca_topic_score_gemma":0.000007151362,"domain_scores_codex":[0.9989095,0.00002987105,0.0002418266,0.0002132868,0.0003399999,0.000265539],"domain_scores_gemma":[0.997645,0.001582975,0.00005284499,0.0001379483,0.000196935,0.0003843146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001099939,0.0001900907,0.9387916,0.0002853943,0.0002640153,0.001005776,0.0004014592,0.00000564045,0.00229893,0.0004917959,0.01129906,0.04386635],"study_design_scores_gemma":[0.001399234,0.00009219888,0.9845535,0.0002492696,0.00008210856,0.001105908,0.0007416054,0.00006276528,0.007418808,0.0005440299,0.003486701,0.0002639209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699618,0.0001275391,0.0002218176,0.0001835964,0.0009928165,0.0001343187,0.00002599309,0.00008214351,0.02826996],"genre_scores_gemma":[0.9987164,0.00003332012,0.0004630375,0.00004863538,0.0001981267,0.000008135868,0.00003301856,0.00001847613,0.0004808974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0457619,"threshold_uncertainty_score":0.999531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06641509873151609,"score_gpt":0.3073749421274292,"score_spread":0.2409598433959131,"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."}}