{"id":"W4210494028","doi":"10.2196/preprints.7495","title":"A Lifestyle Intervention via Email in Minority Breast Cancer Survivors: Randomized Parallel-Group Feasibility Study (Preprint)","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Breast cancer; Psychological intervention; Randomized controlled trial; Physical activity; Population; Ethnic group; Gerontology; African american; Intervention (counseling); Physical therapy; Cancer; Family medicine; Demography; Internal medicine; Environmental health; Nursing","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":[0.003904827,0.0009098632,0.001631923,0.0007799604,0.001181651,0.0007936844,0.000874621,0.001983327,0.007053716],"category_scores_gemma":[0.003625607,0.0008520444,0.001475219,0.0004764262,0.0007752214,0.001377649,0.001072804,0.001582713,0.001123463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006274102,"about_ca_system_score_gemma":0.002922588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001882526,"about_ca_topic_score_gemma":0.002822874,"domain_scores_codex":[0.9973937,0.001560369,0.0002367668,0.0002307599,0.0002218574,0.0003565089],"domain_scores_gemma":[0.9983013,0.0004229117,0.0003142997,0.0002092598,0.0001798886,0.0005723119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5717092,0.351667,0.007523729,0.0007964749,0.0005594039,0.0001328622,0.0008229941,0.0003975161,0.003955995,0.000172666,0.001290744,0.06097152],"study_design_scores_gemma":[0.5630113,0.4160219,0.01792426,0.00007259093,0.000301121,0.00002569811,0.0003443116,0.0004571083,0.0007314848,0.0001303662,0.0009527046,0.00002705028],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958562,0.0001586958,0.0007796562,0.0003460279,0.0002748913,0.038537,0.000463431,0.00007801738,0.000800256],"genre_scores_gemma":[0.8971615,0.0005546412,0.007114465,0.001550558,0.0006813651,0.08963019,0.0007575363,0.00002105289,0.002528567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007053716,"threshold_uncertainty_score":0.023597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03022150407469094,"score_gpt":0.3400402394626341,"score_spread":0.3098187353879431,"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."}}