{"id":"W4294921572","doi":"10.1188/22.onf.409-420","title":"A Mobile Application for Symptom Management in Patients With Breast Cancer","year":2022,"lang":"en","type":"article","venue":"Oncology nursing forum","topic":"Cancer survivorship and care","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Quality of life (healthcare); Affect (linguistics); Cancer; Internal medicine; Oncology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007471383,0.00007289832,0.0001525223,0.00009207789,0.0001079213,0.000002730606,0.00005721325,0.00003387066,0.00007214778],"category_scores_gemma":[5.495569e-7,0.00006823257,0.00003071181,0.0001888667,0.00003845945,0.00002456785,0.00002298255,0.0001025791,0.00000138439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001622002,"about_ca_system_score_gemma":0.0001042923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001273702,"about_ca_topic_score_gemma":0.000360737,"domain_scores_codex":[0.999301,0.00002070598,0.0001074586,0.0002060396,0.000135973,0.0002288054],"domain_scores_gemma":[0.9997072,0.00001254215,0.00005380654,0.0001434767,0.00004203998,0.00004096037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003424072,0.001216102,0.298931,0.00005752156,0.00006158364,0.000004671839,0.001677314,0.0001724949,0.00001699913,0.0007858711,0.009063242,0.6845891],"study_design_scores_gemma":[0.01216878,0.004414826,0.4299434,0.0001719629,0.0002689856,0.00002627612,0.008313891,0.0005366395,0.00002701392,0.0004736545,0.5433992,0.000255317],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971668,0.0004743822,0.001311313,0.008866662,0.00193593,0.004774357,0.0002356938,0.00009065004,0.010643],"genre_scores_gemma":[0.993529,0.000008010588,0.0001552216,0.0008831449,0.00004016787,0.004355705,0.000130613,0.00001922395,0.0008788669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6843338,"threshold_uncertainty_score":0.4241479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005690186114902287,"score_gpt":0.2948698308221361,"score_spread":0.2891796447072338,"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."}}