{"id":"W2048524209","doi":"10.1016/j.eursup.2009.06.001","title":"Treatment Decisions for Advanced Genitourinary Cancers: From Symptoms to Risk Assessment","year":2009,"lang":"en","type":"article","venue":"European Urology Supplements","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Sanofi","keywords":"Medicine; Docetaxel; Prostate cancer; Oncology; Genitourinary system; Internal medicine; Chemotherapy; Cancer; Renal cell carcinoma; Clinical trial; Adverse effect","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":[0.003287644,0.0003573288,0.000804271,0.0009511087,0.0006668844,0.002237213,0.0004311635,0.001079891,0.002725103],"category_scores_gemma":[0.03413811,0.0002402884,0.0005421785,0.0007724466,0.0006761051,0.002029062,0.001362372,0.001946988,0.0003393612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009818512,"about_ca_system_score_gemma":0.002000108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002097496,"about_ca_topic_score_gemma":0.004966157,"domain_scores_codex":[0.9968966,0.002248453,0.0002921024,0.0000900657,0.0003919172,0.00008085865],"domain_scores_gemma":[0.9893104,0.007336951,0.001205033,0.0001263958,0.00124514,0.0007760695],"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":[0.00201418,0.0006069804,0.2260439,0.001490959,0.0004427418,0.001308898,0.002065662,0.003605237,0.0006538075,0.007882348,0.04592451,0.7079608],"study_design_scores_gemma":[0.001254837,0.004828192,0.6161901,0.008948603,0.001797366,0.008914298,0.01092995,0.02422069,0.002092781,0.1496033,0.1707229,0.0004969133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4250438,0.1515076,0.01532056,0.3292166,0.003179601,0.0002318516,0.0009247309,0.0002069282,0.07436828],"genre_scores_gemma":[0.9578707,0.02131896,0.009731084,0.007235087,0.001829926,0.00004783909,0.0002731062,0.00002582262,0.001667467],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003287644,"threshold_uncertainty_score":0.01738691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03192870313935767,"score_gpt":0.3765955866516109,"score_spread":0.3446668835122532,"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."}}