{"id":"W2136328158","doi":"10.1309/ajcpgfjp83ixzeur","title":"Usefulness of Cytokeratin 5/6 and AMACR Applied as Double Sequential Immunostains for Diagnostic Assessment of Problematic Prostate Specimens","year":2009,"lang":"en","type":"article","venue":"American Journal of Clinical Pathology","topic":"Urologic and reproductive health conditions","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Staining; Pathology; Cytokeratin; Immunohistochemistry; Atypia; Prostate cancer; Prostate; Medicine; Intraepithelial neoplasia; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002732784,0.0006218016,0.0003622092,0.001839189,0.0003153852,0.0004270888,0.0004804177,0.0004664075,0.0008771201],"category_scores_gemma":[0.00502307,0.0005602575,0.0002241692,0.0003899918,0.0005825692,0.0005698706,0.0005746969,0.000376586,0.0002868246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001897641,"about_ca_system_score_gemma":0.0002315241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004963173,"about_ca_topic_score_gemma":0.001412428,"domain_scores_codex":[0.9984516,0.0005504287,0.0001865299,0.0002496237,0.0004371892,0.000124602],"domain_scores_gemma":[0.9972772,0.001384678,0.0003365364,0.0003348683,0.0004273281,0.0002394126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003790282,0.0002572209,0.3988156,0.0004942547,0.0001576993,0.003040669,0.0004772203,0.0005497807,0.4861315,0.0001158939,0.0002260761,0.1059438],"study_design_scores_gemma":[0.0002905092,0.007248076,0.5834072,0.0001658543,0.0007967551,0.03777387,0.0009795678,0.01278408,0.349304,0.0004051991,0.006741443,0.0001033827],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893289,0.004237535,0.005382551,0.00004951909,0.00002794154,0.00004616549,0.0000337667,0.00007551313,0.0008180837],"genre_scores_gemma":[0.9828739,0.001187132,0.01549799,0.0000345403,0.00003521479,0.00002582534,0.0001330354,0.00001792296,0.0001944548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002732784,"threshold_uncertainty_score":0.01445252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06093319028750032,"score_gpt":0.4405597202106424,"score_spread":0.3796265299231421,"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."}}