{"id":"W2013035717","doi":"10.1097/pas.0b013e3181e0d2f9","title":"Should Pathologists Diagnose “Adenocarcinoma” When They Encounter a Single Small Atypical Focus in a Prostate Biopsy?","year":2010,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Adenocarcinoma; Biopsy; Focus (optics); Prostate biopsy; Prostate adenocarcinoma; Prostate; Radiology; General surgery; Pathology; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004766617,0.0008016358,0.001059978,0.002421106,0.002813398,0.002585673,0.001517566,0.01096369,0.004266506],"category_scores_gemma":[0.0438618,0.001165601,0.0009036745,0.001156067,0.002588122,0.006344354,0.001277495,0.004289748,0.002905605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109942,"about_ca_system_score_gemma":0.001961443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003260128,"about_ca_topic_score_gemma":0.008018079,"domain_scores_codex":[0.9969878,0.0008989093,0.0005620651,0.0002621607,0.000639193,0.0006500102],"domain_scores_gemma":[0.9854487,0.005115812,0.002507788,0.0005690617,0.004055738,0.002303092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001103362,0.0006142412,0.5764628,0.0008152035,0.0001706243,0.1994356,0.00253749,0.0004883796,0.003661494,0.001514242,0.1009588,0.1122379],"study_design_scores_gemma":[0.0003304164,0.001068158,0.1822211,0.00267707,0.0004317469,0.6991675,0.02339623,0.002957701,0.005050899,0.01065819,0.07179078,0.0002501865],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5248697,0.024913,0.006913864,0.3816542,0.01101346,0.0003506791,0.0002332267,0.0005085821,0.04954327],"genre_scores_gemma":[0.8925508,0.01201413,0.01036905,0.06292048,0.01900418,0.00009385616,0.0001814793,0.0001171476,0.002748811],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01096369,"threshold_uncertainty_score":0.02520853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03126045173366346,"score_gpt":0.2888286376267703,"score_spread":0.2575681858931068,"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."}}