{"id":"W2954282505","doi":"10.2196/14136","title":"A Mobile System to Improve Quality of Life Via Energy Balance in Breast Cancer Survivors (BENECA mHealth): Prospective Test-Retest Quasiexperimental Feasibility Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad de Granada; Instituto de Salud Carlos III; Ministerio de Economía y Competitividad","keywords":"Energy balance; mHealth; Breast cancer; Balance (ability); Medicine; Cancer; Physical therapy; Population; Energy (signal processing); Quality of life (healthcare); Gerontology; Psychological intervention; Environmental health; Internal medicine; Nursing; Statistics","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":[0.008700376,0.0009835786,0.0009192182,0.0007643084,0.001796963,0.000653193,0.0007142489,0.0008217331,0.002681053],"category_scores_gemma":[0.00700351,0.001016763,0.0008272845,0.0003375458,0.001283864,0.000883937,0.001197386,0.001473953,0.000752928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005982054,"about_ca_system_score_gemma":0.002233615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001929276,"about_ca_topic_score_gemma":0.003416555,"domain_scores_codex":[0.9962798,0.001867147,0.000299672,0.0003979364,0.0006587044,0.000496764],"domain_scores_gemma":[0.9948684,0.00183489,0.0007885848,0.0006859048,0.001004183,0.0008180414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03991354,0.6847807,0.1575114,0.0010393,0.0004322637,0.0002402821,0.009360568,0.0006857134,0.01508742,0.0003016056,0.00191934,0.08872788],"study_design_scores_gemma":[0.02265731,0.6533147,0.3130621,0.00008266314,0.0002459417,0.0001445196,0.002723973,0.001143612,0.003531788,0.0001375316,0.002876544,0.00007921529],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889522,0.00003517028,0.0005022107,0.00004556558,0.00002328539,0.009814142,0.0001967186,0.00002715021,0.0004034572],"genre_scores_gemma":[0.9520688,0.0001503851,0.009645378,0.0003145522,0.00007609963,0.03596155,0.000435291,0.00001816279,0.001329728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008700376,"threshold_uncertainty_score":0.04601252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02601865571185455,"score_gpt":0.3770194320498056,"score_spread":0.3510007763379511,"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."}}