{"id":"W4223500131","doi":"10.3390/cancers14071623","title":"High Keratin-7 Expression in Benign Peri-Tumoral Prostatic Glands Is Predictive of Bone Metastasis Onset and Prostate Cancer-Specific Mortality","year":2022,"lang":"en","type":"article","venue":"Cancers","topic":"Skin and Cellular Biology Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Ipsen; Assistance Publique - Hôpitaux de Paris; Alliance Nationale pour les Sciences de la Vie et de la Santé","keywords":"Prostate cancer; Pathology; Prostate; Immunohistochemistry; Medicine; Keratin; Metastasis; Basal (medicine); Keratin 5; Biomarker; PCA3; Cancer; Tissue microarray; Keratin 14; Biology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003096023,0.0001359508,0.0002319783,0.00006148302,0.0001198812,0.00001046911,0.000114336,0.00005681499,0.0001833651],"category_scores_gemma":[0.00001855185,0.0001269125,0.00004846917,0.0001577731,0.0002146047,0.000004498203,0.0001972781,0.0001727427,2.746154e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001652491,"about_ca_system_score_gemma":0.0003985846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004841752,"about_ca_topic_score_gemma":0.0001171074,"domain_scores_codex":[0.9986934,0.0001957295,0.0002387116,0.0004187198,0.0001951494,0.0002582664],"domain_scores_gemma":[0.9995129,0.00001189434,0.0001035471,0.0002465446,0.0000539598,0.00007113834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001865221,0.00008740099,0.2482296,0.0001240438,0.000154968,0.00007493448,0.002372714,0.001772901,0.7360802,0.00001376107,0.00596722,0.003257019],"study_design_scores_gemma":[0.002660415,0.001462884,0.05213615,0.00005093894,0.00003732795,0.00004415945,0.003666716,0.0004542489,0.9329996,0.0001247737,0.005997297,0.0003655525],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921954,0.006066334,0.00002887967,0.00009049824,0.0001116228,0.0004078744,0.001043974,0.000004824244,0.00005059658],"genre_scores_gemma":[0.9972063,0.001497923,0.0001146968,0.00007503467,0.00003885459,0.0004458791,0.0003582745,0.0000156252,0.000247429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1969193,"threshold_uncertainty_score":0.5175341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01723790202341693,"score_gpt":0.2844573219236901,"score_spread":0.2672194199002731,"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."}}