{"id":"W1970792642","doi":"10.1159/000353823","title":"Can the Tall Cell Variant of Papillary Thyroid Carcinoma Be Distinguished from the Conventional Type in Fine Needle Aspirates? A Cytomorphologic Study with Assessment of Diagnostic Accuracy","year":2013,"lang":"en","type":"article","venue":"Acta Cytologica","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Johns Hopkins University","keywords":"Medicine; Pathology; Thyroid carcinoma; Cytopathology; Carcinoma; Fine-needle aspiration; Papillary carcinoma; Radiology; Thyroid; Cytology; 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":[0.00246399,0.0002571542,0.0002791526,0.001976541,0.0002556403,0.0005722258,0.0004444509,0.00061325,0.0009333747],"category_scores_gemma":[0.009914677,0.0002896319,0.0001325832,0.0006619917,0.001113549,0.001027182,0.0004818063,0.0001917841,0.0002970814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002684672,"about_ca_system_score_gemma":0.0001978432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000639775,"about_ca_topic_score_gemma":0.001039354,"domain_scores_codex":[0.9991344,0.0002360796,0.0001483622,0.0001204173,0.000293145,0.00006767215],"domain_scores_gemma":[0.9949346,0.002847943,0.0009410068,0.0002921549,0.000732955,0.0002513613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004601587,0.0000489122,0.9829054,0.00003195588,0.00002119552,0.001805192,0.0001817855,0.00007011777,0.007347249,0.00002582984,0.00004804365,0.007054274],"study_design_scores_gemma":[0.00004656554,0.00115948,0.9690777,0.00002591347,0.00005698913,0.02255685,0.0009058961,0.001550268,0.00405102,0.0001041877,0.0004496989,0.00001536597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987343,0.0005009184,0.0004473632,0.00001381704,0.000006503949,0.00002362579,0.00001911839,0.000005312881,0.0002490698],"genre_scores_gemma":[0.9992672,0.0001520253,0.0004719235,0.00001043783,0.00001356387,0.000009380832,0.00003806265,0.000001352621,0.00003608232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00246399,"threshold_uncertainty_score":0.01303101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.023974751787356,"score_gpt":0.2711972496869572,"score_spread":0.2472224978996012,"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."}}