{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004203006,0.001240566,0.001989301,0.001529709,0.007295229,0.00705588,0.00284516,0.08081253,0.0132671],"category_scores_gemma":[0.03167371,0.001301858,0.001595766,0.001109555,0.003276703,0.003616936,0.002984117,0.04934419,0.01075863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00573803,"about_ca_system_score_gemma":0.00713636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005918622,"about_ca_topic_score_gemma":0.010784,"domain_scores_codex":[0.9960521,0.0008644487,0.0004129505,0.0006211856,0.00111877,0.0009306124],"domain_scores_gemma":[0.9892798,0.004398002,0.000858128,0.0003991621,0.002359068,0.002705789],"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":[0.00001972448,0.00001105523,0.0003498958,0.0000324888,0.00001177092,0.002666957,0.0001299932,0.00003163563,0.00006766689,0.0008724154,0.9937658,0.0020405],"study_design_scores_gemma":[0.00006691535,0.00003486872,0.001223856,0.0003200977,0.00004641451,0.003688895,0.0006246914,0.0002421511,0.0001574075,0.003735666,0.989795,0.00006405105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003201897,0.001143189,0.0000664324,0.9339275,0.05998345,0.00001867828,0.00003544552,0.00002806807,0.004477032],"genre_scores_gemma":[0.00227229,0.0006571354,0.00008740003,0.9373491,0.04934429,0.00002968303,0.00001760266,0.00002216078,0.01022035],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08081253,"threshold_uncertainty_score":0.04438287,"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."}}