{"id":"W3185143279","doi":"10.1002/dc.24836","title":"Cytomorphologic analysis of dyshormonogenetic goiter","year":2021,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pan Am Clinic","funders":"","keywords":"Medicine; Goiter; Pathology; Thyroid; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001158117,0.0001683154,0.0007838074,0.0002677889,0.00003110329,0.000006912072,0.00007163178,0.0001225326,0.001326758],"category_scores_gemma":[0.0007330333,0.0001455534,0.0003431001,0.0009343798,0.0001326338,0.00001764043,0.00007248108,0.0001027162,0.0000655415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007289415,"about_ca_system_score_gemma":0.000119593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002072289,"about_ca_topic_score_gemma":0.00005254955,"domain_scores_codex":[0.9986441,0.00009289762,0.0003968429,0.0004252418,0.0001648881,0.0002760537],"domain_scores_gemma":[0.9982131,0.0007893677,0.0001158747,0.0005689273,0.0001893215,0.0001233682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005750683,0.0009361536,0.969134,0.00003595146,0.001139045,0.00688833,0.0001696446,0.0001104696,0.01511941,0.0009441955,0.0005276828,0.004937563],"study_design_scores_gemma":[0.001173528,0.0004887427,0.9560108,0.00003427102,0.00552493,0.0005097456,0.00006399291,0.00004835565,0.03449582,0.00008380623,0.001444245,0.0001218163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874734,0.008556949,0.0003457561,0.0009172857,0.00015278,0.0001854346,0.00009876845,0.00003526013,0.002234311],"genre_scores_gemma":[0.9950294,0.002137513,0.001091309,0.001077476,0.0000508848,0.0001012002,0.0002942988,0.00001598328,0.0002019356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01937641,"threshold_uncertainty_score":0.9995862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01424789355559855,"score_gpt":0.2817074252169871,"score_spread":0.2674595316613886,"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."}}