{"id":"W4404839016","doi":"10.2196/60034","title":"Usability and Implementation Considerations of Fitbit and App Intervention for Diverse Cancer Survivors: Mixed Methods Study","year":2024,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Heart, Lung, and Blood Institute","keywords":"Medicine; Pedometer; Usability; Descriptive statistics; Activity tracker; Intervention (counseling); Physical therapy; mHealth; Breast cancer; Family medicine; Gerontology; Psychological intervention; Cancer; Physical activity; Nursing","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":[0.0004752344,0.0001030026,0.0002283018,0.00007643492,0.00006052497,0.00003567262,0.00001804001,0.00004086816,0.0005496435],"category_scores_gemma":[0.0000302054,0.00009076574,0.00007353352,0.0001249417,0.00006722563,0.0001123974,0.00003850065,0.0000716166,2.673377e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001069466,"about_ca_system_score_gemma":0.0000970263,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01956612,"about_ca_topic_score_gemma":0.1714484,"domain_scores_codex":[0.9991206,0.00010504,0.0002668592,0.0002808188,0.0001157936,0.0001109169],"domain_scores_gemma":[0.9994243,0.0002023388,0.00005646043,0.0001199441,0.0001389703,0.00005796789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003119106,0.0002302475,0.2910168,0.002746094,0.0004950588,0.000003711908,0.02258867,0.000004554727,0.003124724,0.0006322696,0.003099423,0.6757466],"study_design_scores_gemma":[0.006439547,0.001763013,0.8535792,0.0008271401,0.001602422,0.00001215304,0.08382464,0.001289547,0.01144478,0.002277359,0.03646473,0.0004754181],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900509,0.004934922,0.001425542,0.0006762923,0.0007762677,0.001743778,0.0003169234,0.00004005965,0.00003533607],"genre_scores_gemma":[0.9972602,0.0002068863,0.0004499878,0.00006995344,0.0001236655,0.001659749,0.00002185104,0.00001374728,0.0001939801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6752712,"threshold_uncertainty_score":0.9869627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05463829786232104,"score_gpt":0.481820225477176,"score_spread":0.4271819276148549,"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."}}