{"id":"W2771944080","doi":"10.2196/mhealth.8741","title":"Mobile Phone Apps for Quality of Life and Well-Being Assessment in Breast and Prostate Cancer Patients: Systematic Review","year":2017,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Mobile phone; Prostate cancer; Medicine; mHealth; Breast cancer; Quality of life (healthcare); Quality (philosophy); Phone; Cancer; Computer science; Psychological intervention; Internal medicine; Telecommunications; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002087428,0.0003987919,0.004775061,0.0001576833,0.0001501203,0.00002662413,0.00009355882,0.0001993888,0.000007754574],"category_scores_gemma":[0.00009708421,0.0002897328,0.0001540994,0.0001505079,0.00009429531,0.00007359514,0.00006774486,0.0004225992,5.427866e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002899766,"about_ca_system_score_gemma":0.001843429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002134942,"about_ca_topic_score_gemma":0.0007625716,"domain_scores_codex":[0.996346,0.0004313544,0.001896609,0.0005610609,0.0003199212,0.0004450325],"domain_scores_gemma":[0.996627,0.0002361521,0.001889376,0.0004782107,0.0001879929,0.0005812163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005974859,0.00009597646,0.002633822,0.8359801,0.00004644358,6.340424e-7,0.0005456363,4.133967e-9,6.713329e-9,0.00003655734,0.0001925744,0.1604085],"study_design_scores_gemma":[0.002126416,0.0005439601,0.004646578,0.9222139,0.001655865,0.00002117914,0.0002752781,0.000004503866,1.270285e-8,0.00002358733,0.0681495,0.0003392221],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001899784,0.9840815,0.000002022115,0.000272821,0.0002011506,0.01301919,0.0004035583,0.00001435663,0.0001056178],"genre_scores_gemma":[0.003704877,0.9895169,0.00002768992,0.0007500146,0.00008325947,0.005562372,0.0002017232,0.00004534612,0.0001078292],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1600692,"threshold_uncertainty_score":0.9999555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08084628481066346,"score_gpt":0.472926946880719,"score_spread":0.3920806620700555,"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."}}