{"id":"W4231986733","doi":"10.1385/ep:14:3:183","title":"Controversies in Papillary Microcarcinoma of the Thyroid","year":2003,"lang":"en","type":"article","venue":"Endocrine Pathology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Ontario Institute for Cancer Research; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Papillary carcinoma; Autopsy; Thyroid; Thyroid carcinoma; Etiology; Pathology; Papillary thyroid cancer; Thyroid cancer; Carcinoma; Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006785148,0.00009739816,0.000271336,0.0000550319,0.00002094088,0.000001532239,0.00005763888,0.00002805107,0.00009097448],"category_scores_gemma":[0.0001937362,0.00006312093,0.00009464134,0.0001212245,0.00009736053,0.00001137952,0.00003113972,0.0001030095,0.00001093751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005770005,"about_ca_system_score_gemma":0.00006156234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004485765,"about_ca_topic_score_gemma":0.00004714963,"domain_scores_codex":[0.9992679,0.00009806719,0.0001892891,0.000162526,0.00007910636,0.0002030973],"domain_scores_gemma":[0.9994435,0.0001507165,0.00006058218,0.0002857465,0.00002688746,0.00003260189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007801855,0.0003227116,0.9461636,0.00003030911,0.00003604854,0.0006723614,0.0002149629,0.00000479173,0.04155761,0.007310031,0.002911435,0.0006981162],"study_design_scores_gemma":[0.005224749,0.0005070816,0.8127282,0.00003918073,0.00007161219,0.001059144,0.0002276892,0.000001246734,0.1523839,0.0005605259,0.02711356,0.00008312931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820806,0.007333095,0.000003270886,0.002743952,0.0001846474,0.0002616819,0.000008139663,0.000007800367,0.007376839],"genre_scores_gemma":[0.9977013,0.0004511676,0.0001931099,0.001232,0.00002377221,0.00003479582,0.000002160101,0.000009449189,0.0003522176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1334354,"threshold_uncertainty_score":0.2573997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00772970320294501,"score_gpt":0.2388531307757869,"score_spread":0.2311234275728419,"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."}}