{"id":"W3202177903","doi":"10.2196/26226","title":"Features That Middle-aged and Older Cancer Survivors Want in Web-Based Healthy Lifestyle Interventions: Qualitative Descriptive Study","year":2021,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Psychological intervention; Thematic analysis; Medicine; Focus group; Gerontology; Qualitative research; Quality of life (healthcare); Residence; Cancer prevention; Descriptive statistics; Intervention (counseling); Family medicine; Cancer; Nursing; Demography","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005088494,0.0002977424,0.0006153424,0.0002195281,0.0001143972,0.00005581274,0.00009259323,0.0001305883,0.0007247867],"category_scores_gemma":[0.00006702085,0.0002662769,0.0002009024,0.0006297816,0.0001178085,0.0001324735,0.00007079398,0.0005187633,0.000003798094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006679798,"about_ca_system_score_gemma":0.0009552731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03972644,"about_ca_topic_score_gemma":0.7435765,"domain_scores_codex":[0.997378,0.0006868398,0.000405541,0.0006483588,0.0004552152,0.000426047],"domain_scores_gemma":[0.9988332,0.0002026501,0.000152273,0.0003489509,0.0002400324,0.0002228693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001738027,0.0017574,0.7069865,0.001776419,0.0003778675,0.0003416174,0.274026,0.00001752102,0.0004509705,0.00005074907,0.003646992,0.008829934],"study_design_scores_gemma":[0.00705069,0.0005811863,0.7227237,0.002863529,0.0001754832,0.000009083503,0.262543,0.00002610636,0.0007822434,0.00003874319,0.002813186,0.0003930492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646224,0.02849119,0.00002503067,0.003952488,0.0009450443,0.001394403,0.0001915455,0.0000671012,0.0003107661],"genre_scores_gemma":[0.9919388,0.0009029976,0.00004679149,0.001849163,0.0001774033,0.002468022,0.00004147618,0.00005013502,0.002525203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.70385,"threshold_uncertainty_score":0.999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09514554591331936,"score_gpt":0.4122565281952597,"score_spread":0.3171109822819403,"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."}}