{"id":"W4230571934","doi":"10.5858/arpa.2020-0801-le","title":"In Reply","year":2021,"lang":"en","type":"letter","venue":"Archives of Pathology & Laboratory Medicine","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Lymphovascular invasion; Medicine; Cancer; Internal medicine; Metastasis","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":[0.00470797,0.0009268545,0.001442586,0.0009492859,0.003234859,0.003864603,0.002929271,0.03566872,0.00909995],"category_scores_gemma":[0.032347,0.0009506888,0.00116116,0.000876324,0.002905994,0.005634669,0.002323019,0.03978554,0.01201562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002929103,"about_ca_system_score_gemma":0.003994977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004856472,"about_ca_topic_score_gemma":0.00517393,"domain_scores_codex":[0.9966543,0.0008563494,0.0004927792,0.0005157593,0.001070965,0.0004097958],"domain_scores_gemma":[0.9886571,0.004439655,0.0009025484,0.0004431233,0.004030151,0.001527454],"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":[0.00002524623,0.00001139812,0.0004411923,0.00003392398,0.000006967075,0.0005023695,0.00008866254,0.00001803305,0.00006293655,0.0004398364,0.9956144,0.002755059],"study_design_scores_gemma":[0.00004506701,0.00003543759,0.001163823,0.0001886624,0.0000255614,0.00215425,0.0006645578,0.0001767434,0.0002498298,0.002548378,0.9926538,0.00009383273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002811338,0.001202979,0.0001059485,0.9551608,0.04172182,0.00002116903,0.0001025482,0.00007147037,0.001332062],"genre_scores_gemma":[0.001375819,0.0005165224,0.0001625716,0.9766431,0.01712819,0.00003672999,0.0000294074,0.00002627095,0.004081398],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03566872,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008454985589222816,"score_gpt":0.2511972050180377,"score_spread":0.2427422194288149,"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."}}