{"id":"W2885464001","doi":"10.1038/s41585-018-0060-7","title":"Landmarks in prostate cancer","year":2018,"lang":"en","type":"review","venue":"Nature Reviews Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":137,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Medicine; Prostate cancer; Natural history; Prostatectomy; Guideline; Disease; Management of prostate cancer; Grading (engineering); Clinical trial; Clinical Practice; Intensive care medicine; Cancer; General surgery; Internal medicine; Pathology; Physical therapy","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","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0007764547,0.0005345771,0.003603043,0.000455715,0.00003908272,0.00001279634,0.0002543148,0.001354023,0.0005694056],"category_scores_gemma":[0.000221508,0.0003008328,0.0005947768,0.0007842185,0.000161445,0.00003580941,0.0001127872,0.002941532,0.0004966669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003582213,"about_ca_system_score_gemma":0.0008789384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000235451,"about_ca_topic_score_gemma":0.00009709801,"domain_scores_codex":[0.9970374,0.0005181779,0.0008206835,0.0007508994,0.0002186437,0.0006541746],"domain_scores_gemma":[0.9986537,0.0001265905,0.0003305634,0.000614359,0.00009924127,0.0001755244],"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":[0.00008825661,0.00007099942,0.0002278595,0.02952084,0.0001469582,0.0003095176,0.00002337528,6.724317e-9,9.68699e-8,0.00001802328,0.02451448,0.9450796],"study_design_scores_gemma":[0.000737673,0.0002719757,0.00002624548,0.01475682,0.0009879648,0.0002716846,5.990066e-7,6.366528e-7,2.42341e-7,0.00002267873,0.9826983,0.0002251902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002734318,0.9909995,2.235001e-7,0.0007650001,0.0006269402,0.004256613,0.00005817317,0.00003091961,0.003259857],"genre_scores_gemma":[0.00000182291,0.9914569,0.00005647078,0.0007433086,0.0008024492,0.001613045,0.0004261888,0.00007236739,0.004827472],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9581838,"threshold_uncertainty_score":0.9999444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05843815582600628,"score_gpt":0.4566947628077939,"score_spread":0.3982566069817877,"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."}}