{"id":"W1921070760","doi":"10.2196/cancer.4892","title":"Lifestyle Modification Experiences of African American Breast Cancer Survivors: A Needs Assessment","year":2015,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Center for Advancing Translational Sciences; National Cancer Institute","keywords":"Medicine; Psychological intervention; Gerontology; Breast cancer; Cancer prevention; Focus group; Population; Intervention (counseling); Overweight; Obesity; Cancer; Family medicine; Environmental health; Nursing; Internal medicine","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":[0.004518151,0.0002252677,0.000486127,0.002060711,0.002707631,0.001046802,0.0005182534,0.0008174049,0.001285864],"category_scores_gemma":[0.01013371,0.0003160998,0.0006376587,0.001297657,0.0004538536,0.001408278,0.002224495,0.001164699,0.000152621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001822768,"about_ca_system_score_gemma":0.005649289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009906217,"about_ca_topic_score_gemma":0.02499525,"domain_scores_codex":[0.9985964,0.0005358827,0.0001777059,0.0000562809,0.0003256614,0.0003080052],"domain_scores_gemma":[0.9963536,0.0009045966,0.0006794433,0.00008342822,0.001175633,0.000803373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001961012,0.001914303,0.5904729,0.001231175,0.0001029908,0.001594702,0.2336271,0.0002408974,0.001266584,0.0007502107,0.008247093,0.1603559],"study_design_scores_gemma":[0.00005155023,0.001084609,0.5095618,0.0009374942,0.00007689861,0.0009751745,0.4692783,0.0008804096,0.0004763934,0.0007808735,0.01582755,0.0000689873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924487,0.0005537859,0.0001636337,0.003950538,0.00002839386,0.0004196704,0.0002843853,0.000009305695,0.002141577],"genre_scores_gemma":[0.9921544,0.001860983,0.002497226,0.001160026,0.00003171847,0.001192701,0.0004194876,0.000005298692,0.0006782368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009906217,"threshold_uncertainty_score":0.02389455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04213554450279473,"score_gpt":0.3842943732701727,"score_spread":0.342158828767378,"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."}}