{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03576957,0.000803374,0.00125136,0.001519748,0.002488508,0.002256292,0.001143622,0.001179257,0.00253503],"category_scores_gemma":[0.03760599,0.0007797286,0.001872665,0.001301952,0.001161934,0.002048179,0.002246368,0.001018915,0.0004164099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002070115,"about_ca_system_score_gemma":0.005280945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003340496,"about_ca_topic_score_gemma":0.006529709,"domain_scores_codex":[0.980855,0.01268937,0.002231658,0.0009229947,0.002323482,0.0009774031],"domain_scores_gemma":[0.976119,0.01320023,0.002633687,0.001646172,0.005434881,0.0009660592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.007189103,0.05663159,0.3163846,0.006886239,0.001256492,0.001059192,0.3260215,0.0004313799,0.003517559,0.001452375,0.002644937,0.2765249],"study_design_scores_gemma":[0.004908579,0.1525364,0.4175829,0.005708705,0.001811001,0.001406757,0.3860638,0.003471185,0.005336244,0.001676479,0.01905732,0.0004405612],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874387,0.000422513,0.001754373,0.0001986735,0.00002713688,0.008859972,0.0001720753,0.00001556323,0.001110799],"genre_scores_gemma":[0.9584512,0.0009674364,0.006925459,0.000705616,0.00005836141,0.03163279,0.0001915611,0.00001743123,0.001050101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03576957,"threshold_uncertainty_score":0.1891698,"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."}}