{"id":"W1985264326","doi":"10.1046/j.1365-2303.2000.00228.x","title":"Thin layer compared to direct smear in thyroid fine needle aspiration","year":2000,"lang":"en","type":"article","venue":"Cytopathology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Medicine; Thyroid; Fine-needle aspiration; Radiology; Internal medicine; Biopsy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006547898,0.000345969,0.0007637095,0.001175601,0.0002573404,0.001159738,0.0004610577,0.0006077109,0.002184562],"category_scores_gemma":[0.01730895,0.0004116611,0.0005599401,0.000660585,0.0006600844,0.001124791,0.0007924741,0.0007258087,0.0005063419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006808726,"about_ca_system_score_gemma":0.0004437224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001797726,"about_ca_topic_score_gemma":0.003931818,"domain_scores_codex":[0.9960503,0.001963864,0.0004530293,0.0002943233,0.00105761,0.0001809413],"domain_scores_gemma":[0.9871237,0.008989663,0.001426115,0.0007243688,0.001199947,0.0005361733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1093708,0.0008637074,0.3105224,0.003415739,0.001147571,0.001071321,0.001269975,0.002695427,0.0732585,0.000530026,0.002234282,0.4936202],"study_design_scores_gemma":[0.003426962,0.09074739,0.7145296,0.001940276,0.00513485,0.01055258,0.002677911,0.01539721,0.1322882,0.001610132,0.02134624,0.0003486294],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640726,0.02861351,0.002795443,0.0005298795,0.0002875525,0.0001682211,0.0001172422,0.00007691506,0.003338631],"genre_scores_gemma":[0.9848433,0.004505727,0.00861588,0.00040257,0.0001492936,0.00005378758,0.0001812316,0.00003918564,0.001208952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006547898,"threshold_uncertainty_score":0.03462899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02489201924737383,"score_gpt":0.2908403689357695,"score_spread":0.2659483496883957,"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."}}