{"id":"W2080244781","doi":"10.1097/01.prs.0000445098.29964.cf","title":"Abstract 65","year":2014,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","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":[0.0002802929,0.0001217712,0.0003024518,0.0002314275,0.00006246982,0.00001886973,0.00003878082,0.00006982612,0.003004568],"category_scores_gemma":[0.0009847045,0.0001071139,0.0001022528,0.0001743801,0.0001701689,0.00007702062,0.00000783289,0.0002200401,0.000904352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002986695,"about_ca_system_score_gemma":0.000140675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001771901,"about_ca_topic_score_gemma":0.000005503164,"domain_scores_codex":[0.9989501,0.00003934736,0.0002451985,0.0002318889,0.0002603658,0.0002731315],"domain_scores_gemma":[0.9960724,0.003406436,0.00005612006,0.0001543847,0.0001041411,0.0002065064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005696949,0.000153998,0.8112712,0.0005236681,0.0002173696,0.0001960658,0.000151206,0.000004012218,0.008058428,0.001561888,0.002459846,0.1748326],"study_design_scores_gemma":[0.0006226816,0.00005215769,0.9876322,0.0002054967,0.00005008965,0.0004083999,0.00008911938,0.0001127444,0.007261152,0.000357408,0.003036126,0.0001724588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734347,0.00004198191,0.001036076,0.0001671203,0.0007571984,0.0001169768,0.00001825142,0.00008361151,0.02434406],"genre_scores_gemma":[0.9988478,0.00003747911,0.0004529986,0.000070225,0.0002312628,0.000007756011,0.00002736513,0.00001945221,0.0003056954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.176361,"threshold_uncertainty_score":0.9998736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02813726994247608,"score_gpt":0.2799639451923906,"score_spread":0.2518266752499145,"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."}}