{"id":"W2760452853","doi":"10.2196/cancer.7495","title":"A Lifestyle Intervention via Email in Minority Breast Cancer Survivors: Randomized Parallel-Group Feasibility Study","year":2017,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Cancer Institute","keywords":"Breast cancer; Intervention (counseling); Psychological intervention; Medicine; Randomized controlled trial; Population; Gerontology; Cancer; Physical therapy; Internal medicine; Psychiatry; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001415261,0.0003480289,0.001176585,0.0001308321,0.000212495,0.0001175228,0.000349075,0.0001721907,0.00145546],"category_scores_gemma":[0.00007778098,0.0002911735,0.0004787794,0.0001776376,0.0002444899,0.0003241541,0.0001731779,0.0004459367,0.00002064438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006814388,"about_ca_system_score_gemma":0.0001624114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3947055,"about_ca_topic_score_gemma":0.7844769,"domain_scores_codex":[0.9971604,0.0004456028,0.0006694531,0.0007323825,0.000522659,0.0004694712],"domain_scores_gemma":[0.997878,0.00008860107,0.0004074888,0.001174764,0.0002257493,0.0002254603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05170635,0.001697243,0.9257894,0.0003254229,0.0002078522,0.00005320414,0.002159237,0.000004462576,0.00006379127,0.00002193,0.0003136378,0.01765748],"study_design_scores_gemma":[0.1143478,0.0001655121,0.882879,0.0004084056,0.0002152858,0.0000109485,0.0007105525,0.000170628,0.00001935244,0.00008598512,0.0006878867,0.0002986967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895372,0.001650704,0.00009166459,0.001587934,0.001570453,0.003988147,0.0001055123,0.00008293012,0.001385444],"genre_scores_gemma":[0.9926669,0.0002375993,0.00001316636,0.000227168,0.0007328134,0.004220152,0.00001964809,0.00003604226,0.001846481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3897714,"threshold_uncertainty_score":0.999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02704759525433655,"score_gpt":0.3628241215562421,"score_spread":0.3357765263019056,"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."}}