{"id":"W2232021138","doi":"10.5604/00306657.1156331","title":"Preoperative TSH and thyroglobulin levels: would it predict thyroid cancer?","year":2015,"lang":"en","type":"article","venue":"Otolaryngologia Polska","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Thyroid cancer; Thyroglobulin; Thyroid; Internal medicine; Odds ratio; Cancer; Gastroenterology","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":[0.001163381,0.0002031207,0.0002972585,0.0008369033,0.0001391462,0.000471621,0.0002406378,0.000450109,0.001181534],"category_scores_gemma":[0.007191657,0.000170524,0.0003032167,0.0009072635,0.0004093455,0.0005954312,0.0001821805,0.0004921134,0.0002138152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00021688,"about_ca_system_score_gemma":0.0004535403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00145048,"about_ca_topic_score_gemma":0.001339657,"domain_scores_codex":[0.9994999,0.0001934143,0.00006888571,0.00005963836,0.0001108929,0.00006716546],"domain_scores_gemma":[0.9961988,0.001973249,0.001192698,0.00006597702,0.0003016772,0.0002675696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008395928,0.000007886465,0.9982487,0.00000894433,0.000009706497,0.00007551346,0.000009681258,0.00002907608,0.00006852498,0.000005952857,0.00003529369,0.001416809],"study_design_scores_gemma":[0.0000177775,0.0002890094,0.9955965,0.00004204999,0.00008389656,0.00214813,0.0002558658,0.0009279668,0.0002579756,0.00007954636,0.0002944337,0.000006842029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997364,0.001578035,0.0002398407,0.000256443,0.00001653145,0.00001049656,0.0001666957,0.000004671882,0.0003633987],"genre_scores_gemma":[0.9994098,0.0002362222,0.0001694354,0.00001927779,0.00002346365,0.000003255926,0.0001036848,6.82694e-7,0.00003423474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00145048,"threshold_uncertainty_score":0.00615263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06605236828780216,"score_gpt":0.3286654445434452,"score_spread":0.262613076255643,"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."}}