{"id":"W3165115020","doi":"10.26420/annalsthyroidres.2021.1081","title":"Clinical Challenges of Transitioning to High Sensitivity Thyroglobulin Assay","year":2021,"lang":"en","type":"article","venue":"Annals of Thyroid Research","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Thyroglobulin; Medicine; Nuclear medicine; Population; Thyroid cancer; Internal medicine; Cutoff; Gastroenterology; Thyroid","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":[],"consensus_categories":[],"category_scores_codex":[0.0375626,0.0008252839,0.001173195,0.00116329,0.0005784484,0.003789766,0.002401117,0.00268225,0.001594951],"category_scores_gemma":[0.06275196,0.0005996896,0.0005186652,0.0006806831,0.003180965,0.001773436,0.001292725,0.004414644,0.002426277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001515714,"about_ca_system_score_gemma":0.001887488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002673526,"about_ca_topic_score_gemma":0.002421255,"domain_scores_codex":[0.9751067,0.01125376,0.001996004,0.002647347,0.008443085,0.0005530981],"domain_scores_gemma":[0.9357949,0.04231902,0.00417459,0.002824025,0.01326272,0.001624647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002182545,0.0005483073,0.279879,0.001986345,0.0002552559,0.006839153,0.002895916,0.004060877,0.03421209,0.004844007,0.03932315,0.6229734],"study_design_scores_gemma":[0.0003921493,0.01100097,0.4255611,0.004486164,0.0006375437,0.1086191,0.01012172,0.04578346,0.06737754,0.03821855,0.2872127,0.0005889973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5394148,0.1299409,0.1281817,0.1531192,0.0069318,0.0006765425,0.0008260269,0.002170449,0.03873852],"genre_scores_gemma":[0.8912308,0.0152818,0.0603867,0.02605653,0.003284638,0.0002791753,0.0003715597,0.0003034772,0.00280543],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0375626,"threshold_uncertainty_score":0.1986524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2892552977034921,"score_gpt":0.498019497189793,"score_spread":0.208764199486301,"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."}}