{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001414953,0.0001757821,0.0002453643,0.001009523,0.0006627707,0.0005276859,0.000272534,0.0006344812,0.001347219],"category_scores_gemma":[0.003240795,0.0003903775,0.0004988982,0.001003449,0.0002642545,0.0009384995,0.0006968483,0.0006985458,0.0004061642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004097076,"about_ca_system_score_gemma":0.0004125683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005964415,"about_ca_topic_score_gemma":0.006067981,"domain_scores_codex":[0.9992484,0.0002765079,0.0001123565,0.00006539869,0.0001877658,0.0001095175],"domain_scores_gemma":[0.99753,0.0004739715,0.0008471163,0.00009677403,0.0004766307,0.0005754984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005574566,0.0002377142,0.991122,0.00004180751,0.00004845267,0.00006178997,0.001720366,0.0000624716,0.0003342323,0.00003094209,0.000625489,0.005658855],"study_design_scores_gemma":[0.00001340432,0.0004015838,0.9941671,0.00001458132,0.00001833273,0.000169665,0.002959803,0.0004119998,0.00009182798,0.00002614238,0.001713772,0.00001174269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976938,0.0001765781,0.000129292,0.0003786522,0.000008679971,0.00007500024,0.0006642419,0.000006381778,0.0008673289],"genre_scores_gemma":[0.9982623,0.0001789479,0.0003228927,0.000358134,0.00001634565,0.0000551665,0.0003899527,0.000002646291,0.0004136889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005964415,"threshold_uncertainty_score":0.01185942,"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."}}