{"id":"W2621991973","doi":"10.1111/his.13278","title":"Mucinous adenocarcinoma of prostate and prostatic adenocarcinoma with mucinous components: a clinicopathological analysis of 143 cases","year":2017,"lang":"en","type":"article","venue":"Histopathology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Mucinous carcinoma; Medicine; Adenocarcinoma; Grading (engineering); Prostate; Pathological; Prostate cancer; Urology; Pathology; Prostatectomy; Cancer; Internal medicine; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003109912,0.0003135524,0.001555074,0.0003968327,0.0002047271,0.00001678347,0.0001844957,0.0001464295,0.00005134365],"category_scores_gemma":[0.0002409576,0.0002280732,0.0002053438,0.0002129272,0.001341745,0.00009142227,0.0001465852,0.0001950762,0.000003702206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001134556,"about_ca_system_score_gemma":0.0001500964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004512711,"about_ca_topic_score_gemma":0.0001408442,"domain_scores_codex":[0.9977963,0.00013334,0.0007243302,0.0006873424,0.0002697884,0.0003888728],"domain_scores_gemma":[0.9973079,0.0001913706,0.0009106723,0.001111141,0.0002798015,0.0001991379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001438656,0.0009401952,0.9854988,0.0003199023,0.00020897,0.006172787,0.001512874,0.000006936371,0.002045254,0.0001676054,0.0000348036,0.001653184],"study_design_scores_gemma":[0.003511092,0.007466944,0.980952,0.0001639394,0.00432781,0.001825787,0.0001920306,0.0001110955,0.001132897,0.0000467049,0.00007178682,0.0001979682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907492,0.007198256,0.00003375706,0.0004714658,0.00009185894,0.0009103896,0.0002093445,0.00003146131,0.0003042573],"genre_scores_gemma":[0.9972767,0.0006550332,0.001461839,0.0001613709,0.00002517628,0.0001428319,0.0000964401,0.00002989486,0.0001507729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006543222,"threshold_uncertainty_score":0.9300554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04710842218443818,"score_gpt":0.3064384093672705,"score_spread":0.2593299871828323,"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."}}