{"id":"W2324893719","doi":"10.1097/01.prs.0000444971.43151.49","title":"Abstract 143","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 Alberta","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":[0.0002835233,0.0001233471,0.0003055433,0.0002330706,0.00006321741,0.0000191419,0.00003934454,0.00007084368,0.00306199],"category_scores_gemma":[0.0009948644,0.0001085576,0.0001037556,0.0001765151,0.0001719377,0.00007798203,0.00000796039,0.0002223589,0.0009250285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000306439,"about_ca_system_score_gemma":0.0001416733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001790389,"about_ca_topic_score_gemma":0.00000560257,"domain_scores_codex":[0.998938,0.00003984102,0.0002486809,0.0002346511,0.0002626881,0.0002761918],"domain_scores_gemma":[0.9960643,0.003408408,0.00005703745,0.0001562948,0.0001055075,0.0002084552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005596755,0.0001531555,0.8061068,0.0005199327,0.0002148125,0.0001941057,0.0001481613,0.000004002376,0.008046256,0.001543586,0.002405252,0.1801042],"study_design_scores_gemma":[0.0006392871,0.00005431583,0.9870735,0.0002102939,0.00005136589,0.0004181612,0.00008923427,0.0001138772,0.007585727,0.0003605691,0.003226479,0.000177217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732541,0.00004253701,0.001040144,0.0001714671,0.0007584705,0.0001186896,0.00001841103,0.00008495239,0.02451123],"genre_scores_gemma":[0.998852,0.00003709986,0.0004477099,0.00007330497,0.0002333593,0.000007834231,0.00002724601,0.00001974922,0.0003017434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1809667,"threshold_uncertainty_score":0.9998529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02805101862684375,"score_gpt":0.2797478396453524,"score_spread":0.2516968210185087,"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."}}