{"id":"W4238061986","doi":"10.5858/arpa.2014-0553-le","title":"In Reply","year":2015,"lang":"en","type":"letter","venue":"Archives of Pathology & Laboratory Medicine","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Lymph; Psammoma body; Medicine; Argument (complex analysis); Thyroid cancer; Cancer; Papillary thyroid cancer; Pathology; General surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0101753,0.0009160095,0.001148646,0.001131932,0.002986636,0.005799213,0.003329952,0.01892774,0.0644811],"category_scores_gemma":[0.1007092,0.000733403,0.001356302,0.0009840024,0.002482641,0.005565297,0.003956492,0.03241732,0.04615353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003687338,"about_ca_system_score_gemma":0.007442985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003685191,"about_ca_topic_score_gemma":0.004528832,"domain_scores_codex":[0.9920349,0.002107074,0.0009029396,0.001289983,0.002727396,0.0009377337],"domain_scores_gemma":[0.9563885,0.01568134,0.001763133,0.00210605,0.02011373,0.003947179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001376402,0.000005108818,0.0001259319,0.00003157278,0.0000029045,0.00007735143,0.0000501793,0.000008638394,0.00002520867,0.0007158735,0.9952442,0.003699282],"study_design_scores_gemma":[0.00001366148,0.00001144397,0.0003007484,0.0001409262,0.000006041502,0.000322783,0.0002192488,0.00003105182,0.00008265243,0.0009561288,0.9978977,0.00001765233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002232129,0.001542624,0.0003353498,0.8508043,0.1411073,0.00005070427,0.0003193747,0.0001866188,0.00543047],"genre_scores_gemma":[0.00147055,0.0008518963,0.0003876784,0.9473734,0.03289947,0.0001104891,0.0001650976,0.0001035392,0.01663782],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0644811,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02059297886352029,"score_gpt":0.297333578275901,"score_spread":0.2767405994123807,"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."}}