{"id":"W4220998049","doi":"10.1016/j.anndiagpath.2022.151939","title":"Reply to Editor","year":2022,"lang":"en","type":"letter","venue":"Annals of Diagnostic Pathology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Jubilee Hospital; University of British Columbia","funders":"","keywords":"Pathology; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002728153,0.000364539,0.001084955,0.0003960838,0.00006166561,0.000007463726,0.0002512825,0.0004303656,0.002414455],"category_scores_gemma":[0.00551881,0.0003295558,0.0003909526,0.0002401943,0.0001019687,0.00002124723,0.0002301223,0.0009702799,0.0003259269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004672813,"about_ca_system_score_gemma":0.0001667622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001068362,"about_ca_topic_score_gemma":0.000001613016,"domain_scores_codex":[0.9974471,0.0002030599,0.0005732702,0.0006839466,0.0005201271,0.0005724967],"domain_scores_gemma":[0.9939867,0.004358352,0.0002656338,0.001008542,0.0002225579,0.0001581743],"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":[0.0000513903,0.0004589663,0.006755474,0.0001381182,0.0001874879,0.02624307,0.00009827624,0.000001438784,0.000009122178,0.00001910035,0.9620173,0.004020253],"study_design_scores_gemma":[0.0005043555,0.002308991,0.01475127,0.0002026566,0.0003156337,0.0004628656,0.00001871768,2.048443e-7,0.0005458816,0.0002047169,0.9804448,0.0002399031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007861441,0.003942298,0.000004891891,0.9804165,0.004597961,0.0008952109,0.000497473,0.00006232217,0.001721912],"genre_scores_gemma":[0.003224809,0.00139182,0.0002915354,0.9749422,0.01752343,0.0008938996,0.0008422983,0.0000821437,0.0008078382],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02578021,"threshold_uncertainty_score":0.9999157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05453967243388381,"score_gpt":0.3361488128294817,"score_spread":0.2816091403955979,"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."}}