{"id":"W2946863309","doi":"10.1200/jco.2019.37.15_suppl.5079","title":"CALGB 90203 (Alliance): Radical prostatectomy (RP) with or without neoadjuvant chemohormonal therapy (CHT) in men with clinically localized, high-risk prostate cancer (CLHRPC).","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Prostatectomy; Urology; Prostate cancer; Nomogram; Stage (stratigraphy); Neoadjuvant therapy; Androgen deprivation therapy; Biopsy; Survival analysis; Internal medicine; Gynecology; Surgery; Oncology; Cancer; Breast cancer","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":[0.002316868,0.0006755315,0.001169933,0.0004943709,0.0004335885,0.000403351,0.0006611531,0.0006479751,0.00403598],"category_scores_gemma":[0.001250757,0.0003935621,0.0007878409,0.0006904188,0.0008725995,0.0004363026,0.0005386613,0.001198507,0.0004084586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001137828,"about_ca_system_score_gemma":0.002634102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007252385,"about_ca_topic_score_gemma":0.02877899,"domain_scores_codex":[0.9991361,0.0005557443,0.00004378736,0.0001015991,0.00007551921,0.00008724755],"domain_scores_gemma":[0.9993888,0.0001197357,0.0001304122,0.00003620809,0.00002513432,0.0002996367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.870541,0.01970097,0.02388494,0.0007888196,0.001011882,0.00009164855,0.00012015,0.001394366,0.006942701,0.0001370436,0.003417629,0.07196883],"study_design_scores_gemma":[0.610756,0.2927637,0.08803811,0.0001185509,0.001740178,0.0003083803,0.0001178972,0.001254878,0.001179668,0.0002085585,0.003472832,0.00004124796],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925937,0.002657571,0.0001721535,0.0005329024,0.0001410465,0.001609861,0.0007432732,0.00002792224,0.00152152],"genre_scores_gemma":[0.9921758,0.00158123,0.001200248,0.0008511633,0.0002057173,0.001630011,0.001282746,0.000010485,0.00106275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007252385,"threshold_uncertainty_score":0.01442039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06574906304178667,"score_gpt":0.4462995836944603,"score_spread":0.3805505206526736,"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."}}