{"id":"W2784618326","doi":"10.21037/tau.2017.12.33","title":"On cribriform prostate cancer","year":2018,"lang":"en","type":"review","venue":"Translational Andrology and Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Cribriform; Prostate cancer; Medicine; Biopsy; Prostate; Cancer; Oncology; Pathology; Internal medicine; Carcinoma","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":[0.0001302101,0.0002794472,0.0009522901,0.0002124255,0.0001226792,0.000006182607,0.00006018939,0.0005059396,0.0007653402],"category_scores_gemma":[0.000009945134,0.0001800774,0.0001770501,0.0001179758,0.0004623686,0.000027757,0.00001590789,0.0004559553,0.0001202295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002126653,"about_ca_system_score_gemma":0.0003985712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009286657,"about_ca_topic_score_gemma":0.00001378376,"domain_scores_codex":[0.9987022,0.0000922887,0.0002883871,0.0004451208,0.0001270692,0.0003449232],"domain_scores_gemma":[0.9993793,0.0002200798,0.00007728178,0.0001378559,0.00006006109,0.0001254242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002149898,0.0001731283,0.0005327202,0.005136932,0.001007163,0.0001720523,0.0001394838,0.00000105477,4.235737e-7,0.004405105,0.002770468,0.9835116],"study_design_scores_gemma":[0.001356848,0.001441393,0.0003162429,0.0004380197,0.0009256057,0.0004050624,6.078309e-7,0.00001543307,4.508544e-7,0.002587517,0.9923656,0.0001472094],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002938293,0.9932016,0.000005431548,0.002907376,0.0001884534,0.0007326771,0.0001832388,0.00003150564,0.00245587],"genre_scores_gemma":[0.000430055,0.9955193,0.00002155,0.0006806796,0.0002876644,0.0002311523,0.0005223514,0.00002838635,0.002278825],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9895951,"threshold_uncertainty_score":0.8379938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06358793693928325,"score_gpt":0.3950259553766043,"score_spread":0.3314380184373211,"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."}}