{"id":"W2588188936","doi":"10.1093/annonc/mdw372.31","title":"Global treatment patterns for late-stage prostate cancer: Updated results from ASPIRE-PCa","year":2016,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Enzalutamide; Prostate cancer; Androgen deprivation therapy; Bicalutamide; Androgen; Internal medicine; Oncology; Prostate-specific antigen; Androgen receptor; Cancer; 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":[0.001505269,0.000539707,0.001172863,0.002833408,0.0003157983,0.001296629,0.0006078485,0.0003776784,0.001667001],"category_scores_gemma":[0.003963343,0.0002698875,0.002071108,0.006411089,0.0002049522,0.001436966,0.001145019,0.0005668015,0.0004987231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000981646,"about_ca_system_score_gemma":0.001327484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04961423,"about_ca_topic_score_gemma":0.08902558,"domain_scores_codex":[0.999071,0.0001590966,0.0001816566,0.0002420489,0.0002250616,0.0001211051],"domain_scores_gemma":[0.9969392,0.0004485449,0.000867458,0.0002484475,0.001155233,0.0003410554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004883848,0.00005331649,0.9499456,0.0004781712,0.00108116,0.00003517457,0.0002409015,0.0003630907,0.0001789265,0.00007294579,0.005926538,0.04113578],"study_design_scores_gemma":[0.00001842358,0.00006558542,0.9945573,0.00007804693,0.0004589919,0.00009065344,0.0002068358,0.00008976039,0.00007209307,0.00004396445,0.004305872,0.00001248053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8067889,0.02595034,0.001601573,0.001097856,0.0002389905,0.0001489759,0.1555303,0.0002228699,0.008420147],"genre_scores_gemma":[0.8702385,0.01026857,0.001917821,0.0008154914,0.0002038577,0.0001272041,0.1140488,0.0001257922,0.002254016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04961423,"threshold_uncertainty_score":0.09865087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1233818851177418,"score_gpt":0.4452752690050985,"score_spread":0.3218933838873567,"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."}}