{"id":"W4367294984","doi":"10.1016/j.eururo.2023.03.014","title":"Impact of Epithelial Histological Types, Subtypes, and Growth Patterns on Oncological Outcomes for Patients with Nonmetastatic Prostate Cancer Treated with Curative Intent: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"Medical Research Council; Ipsen; European Society for Medical Oncology; Cilag; Astellas Pharma; Cancer Australia; Cancer Research UK; Schweizerische Arbeitsgemeinschaft für Klinische Krebsforschung; Amgen; Pfizer; Sir John Fisher Foundation; AstraZeneca; Bristol-Myers Squibb","keywords":"Medicine; Prostate cancer; Prostatectomy; Cribriform; Intraepithelial neoplasia; Oncology; Cancer; Internal medicine; Prostate; Radiation therapy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005357007,0.001086512,0.008549927,0.004643818,0.0004856729,0.002224334,0.00134624,0.001475026,0.003036166],"category_scores_gemma":[0.03080403,0.0007496421,0.01123561,0.006434544,0.0007048334,0.00157903,0.0009108065,0.0009292929,0.0002141704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001872479,"about_ca_system_score_gemma":0.004977476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007229108,"about_ca_topic_score_gemma":0.01869269,"domain_scores_codex":[0.9952095,0.001329409,0.002071314,0.0005327596,0.000710647,0.0001464253],"domain_scores_gemma":[0.978242,0.01556648,0.004383245,0.0003152408,0.001322848,0.0001701955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003976874,0.00002137834,0.004414116,0.9306896,0.03839748,0.00006755591,0.000140606,0.000125411,0.0001152089,0.0001275187,0.0009291703,0.0245743],"study_design_scores_gemma":[0.0004758704,0.000436246,0.0234993,0.570602,0.3920295,0.0005125753,0.0003152666,0.0001878229,0.0002043817,0.0004808789,0.01117756,0.00007869449],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002314449,0.9966586,0.00008890785,0.0001354566,0.00004438672,0.0001115393,0.0004942576,0.000004788086,0.0001476726],"genre_scores_gemma":[0.05431413,0.943505,0.0004917766,0.0005846726,0.00009950715,0.0003796822,0.0005196448,0.000007573597,0.00009790131],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008549927,"threshold_uncertainty_score":0.02833092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0487744719252637,"score_gpt":0.3449185747512646,"score_spread":0.296144102826001,"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."}}