{"id":"W2557209571","doi":"10.14400/jdc.2016.14.9.515","title":"The Effect of home education convergence program on arm functions, occupational performance, quality of life, and depression in mastectomy patients with arm function impairment","year":2016,"lang":"en","type":"article","venue":"Journal of Digital Convergence","topic":"Cancer survivorship and care","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Dash; Quality of life (healthcare); Lymphedema; Physical therapy; Medicine; Occupational therapy; Beck Depression Inventory; Intervention (counseling); Mastectomy; Breast cancer; Psychiatry; Nursing; Cancer; Internal medicine; Anxiety","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":[0.0003389342,0.0001131676,0.0002499121,0.0001177423,0.00003817496,0.0000131628,0.00006611188,0.00004078523,0.00003396753],"category_scores_gemma":[0.0001649527,0.00005477493,0.00006889264,0.0002082803,0.0001054361,0.000366743,0.00001976068,0.0001059915,0.000001910995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007859449,"about_ca_system_score_gemma":0.0002592648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001438693,"about_ca_topic_score_gemma":0.00001628784,"domain_scores_codex":[0.9986699,0.00005750262,0.0005146621,0.0001220607,0.000521593,0.0001143173],"domain_scores_gemma":[0.9985266,0.000206517,0.0005448828,0.00013973,0.0004803664,0.00010195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009451035,0.0004077099,0.8933421,0.0001758377,0.00003908089,2.460524e-7,0.0000469484,0.000004099804,0.00009810748,0.000008857311,0.00006370249,0.09636232],"study_design_scores_gemma":[0.002423742,0.008581868,0.9867221,0.000533617,0.00003170858,0.000004352793,0.0001420995,0.00001130772,0.001224264,0.00001436211,0.0002416039,0.00006896111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983318,0.0002397773,0.00008138517,0.00005698695,0.0007414539,0.0003798789,0.00001522384,0.000005338626,0.0001481386],"genre_scores_gemma":[0.9997064,0.0001012979,0.000007846314,0.00001310384,0.00006814047,0.00002266261,0.000006465953,0.000006787275,0.00006732054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09629337,"threshold_uncertainty_score":0.2233657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009027736099620222,"score_gpt":0.267118006067522,"score_spread":0.2580902699679018,"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."}}