{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001309156,0.0001683565,0.0003980536,0.000158666,0.00003584175,0.00001791692,0.0001253115,0.00004814818,0.0003962727],"category_scores_gemma":[0.000008434215,0.000134898,0.00008911746,0.000746045,0.0002608787,0.000115203,0.00003324702,0.0001346596,0.000004149759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005061238,"about_ca_system_score_gemma":0.0008405981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05235159,"about_ca_topic_score_gemma":0.002683765,"domain_scores_codex":[0.9986637,0.00003765984,0.0002933197,0.0002500361,0.00049214,0.000263129],"domain_scores_gemma":[0.9988361,0.00002163833,0.0002612523,0.000320312,0.0002725432,0.0002881779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000494412,0.0003593975,0.8466941,0.00008167806,0.000129882,0.000003784431,0.06236402,0.0001476238,0.002141466,0.000105263,0.005430856,0.0820476],"study_design_scores_gemma":[0.00146718,0.0004620502,0.8537885,0.0001760684,0.0001116536,0.00001665776,0.1047759,0.0008704164,0.0009081555,0.00001530295,0.03704812,0.0003599787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948829,0.000535803,0.0001042273,0.001453496,0.000410358,0.0004308649,0.0000964305,0.00006316739,0.002022723],"genre_scores_gemma":[0.9968643,0.0003522639,0.0001243845,0.000231612,0.0004314961,0.001370613,0.00001198002,0.00002645464,0.0005869512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08168761,"threshold_uncertainty_score":0.9539589,"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."}}