{"id":"W2117460748","doi":"10.1093/annonc/mdv257","title":"Management of patients with advanced prostate cancer: recommendations of the St Gallen Advanced Prostate Cancer Consensus Conference (APCCC) 2015","year":2015,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":321,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of British Columbia","funders":"National Cancer Institute; Swiss Cancer Foundation; Astellas Pharma; National Institute for Health and Care Research; Teva Pharmaceutical Industries; Prostate Cancer Foundation; Movember Foundation; AstraZeneca; Amgen; European School of Oncology; Swiss Cancer Research Foundation; Schweizerische Arbeitsgemeinschaft für Klinische Krebsforschung; Sanofi; Prostate Cancer UK; Cancer Research UK","keywords":"Medicine; Prostate cancer; Expert opinion; Consensus conference; Cancer; Management of prostate cancer; Gynecology; Hormonal therapy; Intensive care medicine; Oncology; Disease; Family medicine; Internal medicine; Medical physics","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":[0.0002743466,0.0001866764,0.0005773662,0.00009960037,0.0000510603,0.000003513694,0.0001886556,0.00007136271,0.00007815696],"category_scores_gemma":[0.00004071001,0.000115634,0.0000705553,0.0003353101,0.0004990776,0.0000779427,0.0001330984,0.0001671461,0.000001861723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001598291,"about_ca_system_score_gemma":0.00129141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003148544,"about_ca_topic_score_gemma":0.0003038053,"domain_scores_codex":[0.9982516,0.000129413,0.0005183507,0.0002885826,0.0004421933,0.0003699279],"domain_scores_gemma":[0.9967564,0.00007250122,0.0006056003,0.0003888183,0.002012484,0.0001641822],"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":[0.03182948,0.003640892,0.2622512,0.001740607,0.002374611,0.0000575976,0.006174259,0.0009497463,0.001261895,0.0007950775,0.04895353,0.6399711],"study_design_scores_gemma":[0.07469887,0.02848066,0.3683103,0.005199089,0.001028925,0.000009721993,0.01067255,0.0001507904,0.07197707,0.001570219,0.4370503,0.0008514987],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560233,0.003097723,0.000002982128,0.03230858,0.0002782789,0.002652057,0.00101201,0.00001706003,0.004608024],"genre_scores_gemma":[0.9837993,0.01065223,0.0008772731,0.0002052947,0.00001570317,0.000448331,0.0001072176,0.0000251947,0.003869424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6391196,"threshold_uncertainty_score":0.4715416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1009702005601687,"score_gpt":0.4302916006142122,"score_spread":0.3293214000540435,"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."}}