{"id":"W4297677946","doi":"10.47102/annals-acadmedsg.v44n10p397","title":"Singapore Cancer Network (SCAN) Guidelines for the Management of Advanced Castrate-Resistant Prostate Cancer","year":2015,"lang":"en","type":"article","venue":"Annals of the Academy of Medicine Singapore","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; National University Health System; National Cancer Centre of Singapore","keywords":"Medicine; Workgroup; Enzalutamide; Cabazitaxel; Prostate cancer; Cancer; Docetaxel; Abiraterone; Oncology; Internal medicine; Gynecology; Family medicine; Androgen deprivation therapy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001682051,0.0002886817,0.0007818834,0.00008846881,0.0001382963,0.000004422487,0.0005148921,0.0001201843,0.00004404317],"category_scores_gemma":[0.0002205035,0.0001365787,0.000230038,0.000627755,0.001012362,0.00008282139,0.0001632528,0.0003110458,3.565043e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007410485,"about_ca_system_score_gemma":0.0003935261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005691657,"about_ca_topic_score_gemma":0.00003695286,"domain_scores_codex":[0.9969825,0.00007036659,0.001014903,0.0003287279,0.001055235,0.0005483318],"domain_scores_gemma":[0.997111,0.0001696351,0.0008372707,0.0004096827,0.001272609,0.0001997512],"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":[0.01725017,0.0003521656,0.009352871,0.005691667,0.004624108,0.00002338502,0.003725459,0.01384567,0.01968976,0.002007355,0.6876233,0.2358141],"study_design_scores_gemma":[0.03763783,0.005581981,0.0685377,0.04734472,0.00579983,0.00004670354,0.01882772,0.002621023,0.2875627,0.01749505,0.5075121,0.001032645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3315033,0.1586724,0.00003115359,0.5032293,0.0008004033,0.004215637,0.0002801082,0.00003612558,0.001231643],"genre_scores_gemma":[0.9502487,0.03565126,0.00133959,0.004020265,0.001141111,0.000381838,0.00003259502,0.00007470731,0.007110002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6187454,"threshold_uncertainty_score":0.5569518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.302261227662554,"score_gpt":0.4867387113437225,"score_spread":0.1844774836811686,"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."}}