{"id":"W1909848456","doi":"10.1002/dc.23241","title":"Is thyroid gland only a “land” for primary malignancies? role of morphology and immunocytochemistry","year":2014,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Thyroid; Immunocytochemistry; Cytology; Fine needle aspiration cytology; Lung; Pathology; Radiology; Cancer; Fine-needle aspiration; Carcinoma; Biopsy; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001345398,0.0002256651,0.0003273358,0.001636077,0.0002882514,0.001382312,0.0003929136,0.0004674913,0.001563082],"category_scores_gemma":[0.004362131,0.000158169,0.0002849558,0.0005198727,0.001249103,0.0009211751,0.0003966348,0.0002944469,0.0006018752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004045632,"about_ca_system_score_gemma":0.0003934565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001168144,"about_ca_topic_score_gemma":0.0009781474,"domain_scores_codex":[0.9995469,0.000119757,0.00005910281,0.00006606021,0.0001290056,0.00007907156],"domain_scores_gemma":[0.9974252,0.001019061,0.0006378986,0.0001813971,0.0005556236,0.0001808547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002294462,0.00001363997,0.9440626,0.0001451803,0.0000517804,0.01307014,0.0003164689,0.00009148578,0.005734026,0.0003449535,0.0004779594,0.03546238],"study_design_scores_gemma":[0.00001176798,0.0003402105,0.7354048,0.0003746833,0.0002898445,0.2443934,0.003022805,0.001581753,0.00360253,0.001238127,0.009703599,0.00003643984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958443,0.03116097,0.002351816,0.001142644,0.0001517615,0.00002301643,0.0001010737,0.00005587653,0.006569943],"genre_scores_gemma":[0.9961616,0.002989509,0.0004571857,0.00009702997,0.0001196576,0.000002244807,0.00003037066,0.000006630276,0.0001356831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001636077,"threshold_uncertainty_score":0.007115245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007048631033562655,"score_gpt":0.2432536260850557,"score_spread":0.2362049950514931,"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."}}