{"id":"W2084148280","doi":"10.1016/s1470-2045(11)70330-8","title":"Prostate cancer therapy: finding the right balance","year":2011,"lang":"en","type":"letter","venue":"The Lancet Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Androgen suppression; Prostate cancer; Androgen; Oncology; Internal medicine; Randomized controlled trial; Cancer; Radiation therapy; Disease; Hormone","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":[0.006056495,0.001232399,0.002164035,0.0009651704,0.006772692,0.007210354,0.002287978,0.109397,0.01071425],"category_scores_gemma":[0.03190546,0.001148189,0.00180309,0.0009505579,0.005226179,0.008503428,0.003761799,0.0894513,0.008117395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008594171,"about_ca_system_score_gemma":0.01009151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0122486,"about_ca_topic_score_gemma":0.02975221,"domain_scores_codex":[0.9911152,0.003225237,0.0008519561,0.0007613582,0.002641463,0.001404679],"domain_scores_gemma":[0.9878407,0.005984297,0.0008364403,0.0002644503,0.001951994,0.003122053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006329869,0.00003803617,0.0003015081,0.00005636322,0.00001634478,0.00048888,0.0001045015,0.00006416839,0.0001061503,0.003650811,0.9865158,0.008594033],"study_design_scores_gemma":[0.0001723245,0.00009885697,0.0008714024,0.0004845491,0.00004051441,0.0009955714,0.0005911033,0.0004334507,0.0001347816,0.01456854,0.9815271,0.00008178611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00006792112,0.0009598458,0.00003045002,0.9901722,0.007541594,0.000003688846,0.00001458405,0.000005686581,0.00120401],"genre_scores_gemma":[0.001289073,0.00105546,0.0001080699,0.9721249,0.02031651,0.00001543915,0.00001332017,0.00001030527,0.005066819],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.109397,"threshold_uncertainty_score":0.06235534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0704486714911461,"score_gpt":0.345523327705107,"score_spread":0.2750746562139609,"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."}}