{"id":"W3095519987","doi":"10.6004/jnccn.2020.7580","title":"Prostate Cancer Grade and Stage Misclassification in Active Surveillance Candidates: Black Versus White Patients","year":2020,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Prostatectomy; Absolute risk reduction; Prostate cancer; Logistic regression; Stage (stratigraphy); Internal medicine; Urology; Cancer; Gynecology; Confidence interval","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":[0.002709527,0.0002195848,0.0003300901,0.001024701,0.0003657478,0.0006852653,0.0003706828,0.00037418,0.001106783],"category_scores_gemma":[0.007137705,0.0001819378,0.0005188895,0.0006620201,0.0003465565,0.0006255992,0.0005823289,0.0004341406,0.0001297192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002502691,"about_ca_system_score_gemma":0.0002414606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003173476,"about_ca_topic_score_gemma":0.004625885,"domain_scores_codex":[0.9989839,0.0004084673,0.00008079715,0.0002308917,0.0001805241,0.0001154597],"domain_scores_gemma":[0.9963697,0.0009996127,0.001860233,0.0001805053,0.0001572597,0.0004326327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001044443,0.00001079047,0.9988822,0.000003419333,0.00002925256,0.0000145722,0.000069929,0.00001911625,0.00005387131,0.0000184837,0.00002860082,0.0007654025],"study_design_scores_gemma":[0.000007277876,0.00009096101,0.9989401,0.000008644744,0.00004304626,0.0001558319,0.0002087759,0.0003398155,0.00006070901,0.00005386117,0.00008776187,0.000003383223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99944,0.0001698934,0.00007994839,0.00006917017,0.000005975511,0.000003308297,0.00006081086,0.000001379403,0.0001695157],"genre_scores_gemma":[0.999756,0.00004010491,0.00004058555,0.00003092168,0.00001170825,0.000002334657,0.00008319508,0.000001067232,0.000033988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003173476,"threshold_uncertainty_score":0.01432949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05701178739892353,"score_gpt":0.3232841631297489,"score_spread":0.2662723757308254,"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."}}