{"id":"W2588886755","doi":"10.1186/s12885-017-3120-0","title":"Papillary thyroid microcarcinoma: the significance of high risk features","year":2017,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Surgical oncology; Exact test; Thyroid carcinoma; Thyroid; Lymph node; Statistical significance; Internal medicine; Retrospective cohort study; Clinical significance; Carcinoma; Oncology; General surgery; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001128974,0.0001662855,0.0003206448,0.00002537067,0.0003237911,0.00003527131,0.0002629311,0.00006619439,0.000147418],"category_scores_gemma":[0.00005932371,0.00009816,0.0001637271,0.00004647534,0.0002332484,0.00005462614,0.00007253954,0.0001600028,0.0000151646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001180854,"about_ca_system_score_gemma":0.0002386001,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01392937,"about_ca_topic_score_gemma":0.003043585,"domain_scores_codex":[0.9990386,0.00003614692,0.0001861129,0.000282257,0.0002337848,0.0002231252],"domain_scores_gemma":[0.9983774,0.00009330441,0.0003313248,0.001028315,0.00008963272,0.000080032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004341328,0.0001867529,0.9246014,0.0001315816,0.0002750537,0.00001985474,0.0002816075,0.00004074835,0.004287947,0.0006072495,0.04755391,0.02157974],"study_design_scores_gemma":[0.001749184,0.0001872929,0.9469464,0.0001073543,0.0003252963,0.000008775744,0.00006517485,0.000004080086,0.04145261,0.0002118226,0.008837937,0.0001040861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9628499,0.03133208,0.00001760845,0.002598799,0.0004338075,0.000611453,0.0001616275,0.00002424604,0.001970502],"genre_scores_gemma":[0.9907566,0.006152492,0.0002743402,0.0003144186,0.0005047694,0.0003067702,0.000006349692,0.0000243443,0.001659895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03871598,"threshold_uncertainty_score":0.992637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01946629671852946,"score_gpt":0.2852415907282089,"score_spread":0.2657752940096794,"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."}}