{"id":"W1966328145","doi":"10.1016/j.clon.2013.04.004","title":"Locally Advanced Prostate Cancer: Current Controversies and Optimisation Opportunities","year":2013,"lang":"en","type":"review","venue":"Clinical Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Prostate cancer; Malignancy; Radiation therapy; Intensive care medicine; Systemic therapy; Oncology; Prostate-specific antigen; Cancer; Androgen deprivation therapy; Population; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005489732,0.0003655858,0.002919215,0.0001377897,0.00008012362,0.0000261966,0.0001211143,0.0005422979,0.0002536068],"category_scores_gemma":[0.0005235128,0.0002365504,0.0003943151,0.00009888113,0.0007855836,0.00009605622,0.0001543654,0.0009652284,0.00007244337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005221628,"about_ca_system_score_gemma":0.004146524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002401453,"about_ca_topic_score_gemma":0.000009418959,"domain_scores_codex":[0.9972596,0.0003897759,0.00115292,0.0005567485,0.0002173539,0.0004236699],"domain_scores_gemma":[0.99643,0.001970474,0.0005677398,0.0002830537,0.0002780911,0.0004706846],"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":[0.0002563506,0.0002617182,0.0001230166,0.007225912,0.0003998921,0.00009258406,0.00003574927,1.683064e-7,7.624654e-8,0.0000786106,0.009526797,0.9819991],"study_design_scores_gemma":[0.003678903,0.002017059,0.00006125893,0.006461583,0.001453563,0.00003175577,0.00008104622,0.00001195242,2.408954e-7,0.00005432683,0.9859368,0.0002114848],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001146606,0.9918854,0.000003967466,0.00226799,0.001180016,0.003026566,0.00008490212,0.00005347992,0.001382995],"genre_scores_gemma":[0.000007136814,0.9895002,0.0002498415,0.0003207377,0.0005833037,0.001127619,0.0003484026,0.00004413593,0.007818683],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9817876,"threshold_uncertainty_score":0.9646244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3852247861187336,"score_gpt":0.5542898600844367,"score_spread":0.1690650739657031,"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."}}