{"id":"W2319092901","doi":"10.5539/cco.v5n1p43","title":"Weight Management to Reduce Prostate Cancer Risk: A Survey of Men’s Needs and Interests","year":2016,"lang":"en","type":"article","venue":"Cancer and Clinical Oncology","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; U.S. Public Health Service","keywords":"Prostate cancer; Overweight; Medicine; Body mass index; Weight loss; Obesity; Weight management; Gerontology; Cancer; Risk perception; Weight change; Demography; Gynecology; Internal medicine; Psychology; Perception","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004528581,0.00008264823,0.0004263071,0.00003825802,0.00003346416,0.000002181293,0.000037245,0.00007382908,0.0001144878],"category_scores_gemma":[0.0001450861,0.00004876303,0.00003946716,0.00009137126,0.000212044,0.00001666279,0.0001193883,0.00008448996,0.000003576276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008381235,"about_ca_system_score_gemma":0.00007600047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001474703,"about_ca_topic_score_gemma":0.002556018,"domain_scores_codex":[0.9991071,0.00008191873,0.0003645924,0.0002169766,0.0000764525,0.0001529471],"domain_scores_gemma":[0.9990577,0.0004376144,0.0001024196,0.00009343841,0.0001249011,0.0001838892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002334261,0.0001704851,0.633153,0.00005432974,0.0002435977,0.00001065252,0.00006641611,4.783056e-8,0.00003426588,0.000154873,0.0409723,0.3228058],"study_design_scores_gemma":[0.004131094,0.001382755,0.8617889,0.0001923831,0.0001398083,0.000002550165,0.00009526181,0.000001377323,0.00003863237,0.0001744317,0.1319914,0.0000613715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751256,0.003921442,0.00001267393,0.01722702,0.000352767,0.0003573769,0.0001552808,0.000008126946,0.002839772],"genre_scores_gemma":[0.9143056,0.08220281,0.0001288459,0.001228271,0.0001847659,0.0001235529,0.000002539578,0.000007309082,0.001816364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3227444,"threshold_uncertainty_score":0.222932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07274239958240862,"score_gpt":0.4430186794836553,"score_spread":0.3702762799012466,"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."}}