{"id":"W2964756509","doi":"10.5430/jst.v9n2p32","title":"Cytologic, histologic and molecular findings of papillary thyroid carcinoma variants, one institution’s experience","year":2019,"lang":"en","type":"article","venue":"Journal of Solid Tumors","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuroblastoma RAS viral oncogene homolog; Thyroid carcinoma; Cytology; Medicine; Thyroid cancer; Thyroid; Pathology; Molecular pathology; Carcinoma; Mutation; Cancer; Oncology; Cancer research; Internal medicine; Biology; Gene; Genetics; KRAS","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008205711,0.0002992695,0.0001759253,0.001447862,0.0008578071,0.0006209086,0.000502346,0.0003746256,0.00136969],"category_scores_gemma":[0.00404293,0.0003764171,0.000333459,0.0008879026,0.0006994675,0.0004422467,0.0007584911,0.0004315022,0.0003290915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001007966,"about_ca_system_score_gemma":0.0006947843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008226265,"about_ca_topic_score_gemma":0.01355735,"domain_scores_codex":[0.999235,0.0001290317,0.0000979762,0.0001726523,0.0002366465,0.0001285428],"domain_scores_gemma":[0.9976287,0.0005219738,0.000472586,0.0003367611,0.0005065332,0.0005333979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000728696,0.00005313964,0.9816101,0.00001855983,0.00002514792,0.004570408,0.0007946753,0.0001480521,0.001675983,0.00004312467,0.0002129215,0.01077502],"study_design_scores_gemma":[0.0000188167,0.0004659364,0.9172022,0.00004409496,0.00006031839,0.072883,0.002454637,0.0005373546,0.003612566,0.00009331272,0.002589598,0.00003816723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981729,0.000529479,0.0001933833,0.00004952867,0.00000692587,0.00001041973,0.00004510407,0.00001035868,0.0009819091],"genre_scores_gemma":[0.9994321,0.0002010351,0.0001394436,0.00001941038,0.000006684025,0.000002529958,0.00005127198,0.000004224947,0.0001431953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008226265,"threshold_uncertainty_score":0.01635677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01405605592266473,"score_gpt":0.2568240422719795,"score_spread":0.2427679863493148,"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."}}