{"id":"W4417332113","doi":"10.3390/curroncol32120706","title":"Not All Cancer Survivors Respond to a 4-Week mHealth Exercise Fatigue Intervention: Who Are the Responders?","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute on Minority Health and Health Disparities; National Cancer Institute; National Computational Infrastructure","keywords":"Cancer-related fatigue; Cancer; Intervention (counseling); mHealth; Randomized controlled trial; Physical activity; Quality of life (healthcare)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00315411,0.0002025798,0.0008735853,0.0002991944,0.0005785584,0.0005074861,0.0003155016,0.0006470504,0.002122622],"category_scores_gemma":[0.005840158,0.0002176195,0.0006071352,0.0003595006,0.0002600552,0.0007644905,0.0003831999,0.0005196832,0.0006481441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000254838,"about_ca_system_score_gemma":0.0004830856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008488864,"about_ca_topic_score_gemma":0.002417967,"domain_scores_codex":[0.9985136,0.0007815016,0.0001466813,0.000139208,0.0002417708,0.0001772726],"domain_scores_gemma":[0.9968726,0.001312512,0.0008495444,0.0002848581,0.0003787663,0.0003018061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.016052,0.003486565,0.7765182,0.0009977114,0.0005610992,0.0002612016,0.00242986,0.0001441179,0.004529111,0.00009208523,0.002386616,0.1925415],"study_design_scores_gemma":[0.001498251,0.01974787,0.9692049,0.0002717489,0.0006048374,0.0003560552,0.003193409,0.0003390078,0.001064021,0.000176765,0.003510799,0.00003239155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977616,0.0008383684,0.000178712,0.0003647622,0.00002066693,0.0001871502,0.0002289363,0.000009077649,0.0004107353],"genre_scores_gemma":[0.9976993,0.0004866231,0.0002515056,0.0004438957,0.00004363208,0.0003279995,0.0002882415,0.00000363735,0.0004551562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00315411,"threshold_uncertainty_score":0.01668078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.178473967525953,"score_gpt":0.4694277677850054,"score_spread":0.2909538002590524,"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."}}