{"id":"W4404071025","doi":"10.1016/j.pathol.2024.10.001","title":"Cribriform intraductal carcinoma of the prostate may be more aggressive than cribriform conventional/acinar prostatic adenocarcinoma: counterintuitive finding needs validation","year":2024,"lang":"en","type":"editorial","venue":"Pathology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Cribriform; Counterintuitive; Adenocarcinoma; Medicine; Prostate; Prostate carcinoma; Carcinoma; Urology; Pathology; Internal medicine; Cancer; Physics","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":[0.0003616325,0.000669445,0.001123793,0.0004119234,0.0001636002,0.00006673426,0.0002923077,0.0006561258,0.0001013055],"category_scores_gemma":[0.0005144285,0.000474122,0.00048913,0.0004474934,0.0006750532,0.0001509929,0.0003133518,0.001059506,0.00003557446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009183806,"about_ca_system_score_gemma":0.001280485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001205462,"about_ca_topic_score_gemma":0.00001528004,"domain_scores_codex":[0.9965447,0.000143305,0.0009073979,0.0008131127,0.0009516965,0.0006398464],"domain_scores_gemma":[0.997075,0.000364477,0.001046336,0.0006771446,0.0006813631,0.0001556794],"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":[0.001490877,0.0007355467,0.05121874,0.007006275,0.001297487,0.004189571,0.0184971,0.000009743453,0.0006870874,0.001357059,0.9121971,0.001313402],"study_design_scores_gemma":[0.0338438,0.02442756,0.2734958,0.03284949,0.01980092,0.009175897,0.02240327,0.0004555994,0.1263576,0.009931785,0.4420172,0.005241059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.624615,0.006974728,0.00001758947,0.00406216,0.3522581,0.003551492,0.007941088,0.00009385896,0.0004859388],"genre_scores_gemma":[0.9146023,0.001049411,0.0001008879,0.0001742279,0.0755318,0.001144949,0.005539754,0.0001720414,0.001684581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4701799,"threshold_uncertainty_score":0.9997711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830463576264449,"score_gpt":0.2971586912601515,"score_spread":0.278854055497507,"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."}}