{"id":"W6925187660","doi":"10.17605/osf.io/4y7kd","title":"Thyroid Auto-Transplantation: A Scoping Review","year":2023,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Levothyroxine; Thyroid; Thyroidectomy; Subclinical infection; Systematic review; Thyroid cancer; Gold standard (test)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001619883,0.0003469111,0.0009661347,0.0003779168,0.0002256689,0.0002713496,0.001483139,0.0003258114,0.003662786],"category_scores_gemma":[0.0009184796,0.0002891972,0.0001519468,0.002470714,0.000484414,0.0002443329,0.0003105523,0.0006260993,0.004159515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007891527,"about_ca_system_score_gemma":0.001843744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001404433,"about_ca_topic_score_gemma":0.0001032734,"domain_scores_codex":[0.9969614,0.00005630679,0.0004490045,0.0009545388,0.0009732682,0.0006055404],"domain_scores_gemma":[0.9976829,0.0002474922,0.000288608,0.001331504,0.00008692122,0.0003625399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002720622,0.00005048642,0.0002611294,0.005009809,0.00003365596,0.0003850049,0.0001505324,5.102087e-7,0.0001570491,0.001363312,0.9887891,0.003772249],"study_design_scores_gemma":[0.0004208748,0.0001320811,0.0004687005,0.6504793,0.0002300265,0.0002077936,0.00003762934,0.00000795215,0.0001064633,0.0002258248,0.3469484,0.0007350288],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001181623,0.07813453,0.0006368699,0.002204953,0.002049687,0.00350835,0.00004770319,0.000789915,0.9126162],"genre_scores_gemma":[0.0001397838,0.226658,0.01125824,0.008546041,0.001160895,0.0003291319,0.00005214082,0.0009793036,0.7508764],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6454695,"threshold_uncertainty_score":0.999956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04704915493890831,"score_gpt":0.3971026671709394,"score_spread":0.3500535122320311,"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."}}