{"id":"W2743436891","doi":"10.1111/his.13335","title":"Crucial parameters in thyroid carcinoma reporting – challenges, controversies and clinical implications","year":2017,"lang":"en","type":"review","venue":"Histopathology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Cancer Institute; National Institutes of Health","keywords":"Carcinoma; Thyroid carcinoma; Medicine; Thyroid; General surgery; Pathology; Oncology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007270718,0.0003233224,0.00289924,0.0001972518,0.0001151181,0.00001448462,0.0001388011,0.0004677454,0.000005511499],"category_scores_gemma":[0.001695919,0.0002685435,0.0004970783,0.00004097428,0.0003350935,0.00003441079,0.0001096913,0.0004841711,0.00001615027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003994074,"about_ca_system_score_gemma":0.0004445052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001159371,"about_ca_topic_score_gemma":0.0002355781,"domain_scores_codex":[0.9969609,0.0002099885,0.001657668,0.000774678,0.0000858112,0.0003110031],"domain_scores_gemma":[0.996179,0.0005218803,0.002182401,0.0009211632,0.0000458333,0.0001497462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002331416,0.0001954473,0.01514558,0.001699599,0.00003913915,0.001483975,0.00007873224,1.265754e-8,1.657755e-7,0.0006655286,0.0008257395,0.9798428],"study_design_scores_gemma":[0.001057146,0.0003833144,0.1532283,0.001696116,0.001339433,0.001631733,0.00001337542,1.972101e-7,5.05988e-8,0.00009368722,0.8403718,0.0001847904],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001013877,0.993401,0.000001340706,0.00148103,0.0005095726,0.000923581,0.00003213693,0.00002869462,0.002608789],"genre_scores_gemma":[0.003176344,0.9955066,0.0002592586,0.0001269091,0.000247335,0.000385462,0.00006200369,0.00003884421,0.0001972611],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9796579,"threshold_uncertainty_score":0.9999767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3776024989899676,"score_gpt":0.4778448207316812,"score_spread":0.1002423217417137,"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."}}