{"id":"W2141242886","doi":"10.1200/jco.2006.09.8046","title":"Age, Health, and Education Determine Supportive Care Needs of Men Younger Than 70 Years With Prostate Cancer","year":2007,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"U.S. Department of Veterans Affairs","keywords":"Medicine; Prostate cancer; Human sexuality; Logistic regression; Family medicine; Population; Gerontology; Cancer; Needs assessment; Health care; Demography; Gynecology; Internal medicine","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":[0.0002934137,0.0001351401,0.0002317432,0.0005157726,0.0004068641,0.0003294915,0.0001325898,0.0003295009,0.002145966],"category_scores_gemma":[0.002288527,0.0001365971,0.0002234304,0.0004123708,0.0001691356,0.0003715567,0.000338262,0.0003084998,0.0001887687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002012352,"about_ca_system_score_gemma":0.0003116326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008482636,"about_ca_topic_score_gemma":0.01680888,"domain_scores_codex":[0.9998102,0.00005248088,0.00001663014,0.00001809536,0.0000431593,0.00005950698],"domain_scores_gemma":[0.9990311,0.0001630728,0.000412205,0.00001296086,0.00008536107,0.0002952861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003985382,0.00003839033,0.9969592,0.00001554584,0.00001763897,0.00006683373,0.0002822061,0.0000247018,0.0001050075,0.000005676095,0.000139335,0.002305635],"study_design_scores_gemma":[0.000002547125,0.00008406027,0.9990387,0.000008238107,0.000008202735,0.0002118566,0.0003984982,0.00005377585,0.00001227575,0.000008956805,0.0001712455,0.000001688941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999139,0.0003817642,0.00001488289,0.00008142673,0.000004404477,0.000005667755,0.00006513522,9.426613e-7,0.0003067592],"genre_scores_gemma":[0.9995883,0.0001532083,0.00002645181,0.0000436619,0.000005781821,0.000003770985,0.0000634868,4.086008e-7,0.0001149124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008482636,"threshold_uncertainty_score":0.01686651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05806274683367123,"score_gpt":0.4644157433339809,"score_spread":0.4063529965003096,"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."}}