{"id":"W2781503911","doi":"10.1038/modpathol.2017.136","title":"Benign mimics of prostatic adenocarcinoma","year":2018,"lang":"en","type":"review","venue":"Modern Pathology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services; Rockyview General Hospital; University of Calgary","funders":"","keywords":"Medicine; Prostate; Overdiagnosis; Pathology; Adenocarcinoma; Prostatectomy; Biopsy; Surgical pathology; Carcinoma; Cancer; Internal medicine","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":[0.000148544,0.000377934,0.002252165,0.0001802865,0.00003036526,0.000005369795,0.0001336015,0.0003698775,0.00007419417],"category_scores_gemma":[0.00004969044,0.0002747517,0.0004459008,0.0001301552,0.0002145555,0.00001973765,0.00008714541,0.0002296151,0.00008065208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001845478,"about_ca_system_score_gemma":0.0004608772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006195638,"about_ca_topic_score_gemma":0.00000372534,"domain_scores_codex":[0.9981678,0.0001081605,0.0006586583,0.0005771865,0.000159363,0.0003288954],"domain_scores_gemma":[0.9985316,0.00009601966,0.0004056653,0.0007322816,0.0001197886,0.0001146694],"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":[0.000031011,0.0003736061,0.0004838142,0.02325727,0.0003729053,0.0009783277,0.0003953028,1.670714e-7,0.000001677232,0.00009897586,0.001351926,0.972655],"study_design_scores_gemma":[0.001677168,0.003464538,0.0004517955,0.02032721,0.007589499,0.002713389,0.00001599522,0.00004036463,0.00006276878,0.001403008,0.9617102,0.00054407],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004856397,0.9968182,0.0001624356,0.00005377876,0.0002322707,0.001479952,0.0002364418,0.00003244219,0.0004988248],"genre_scores_gemma":[0.0005375381,0.9966828,0.001159844,0.0001131574,0.000153017,0.0004515883,0.000382665,0.00007692033,0.0004424773],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9721109,"threshold_uncertainty_score":0.9999705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07789059224442,"score_gpt":0.3579946011027893,"score_spread":0.2801040088583693,"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."}}