{"id":"W7131828896","doi":"10.5376/cge.2025.13.0017","title":"Effects of Psychological Nursing Interventions on Anxiety and Depression in Cancer Patients Undergoing Chemotherapy","year":2025,"lang":"","type":"article","venue":"Cancer Genetics and Epigenetics","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Anxiety; Depression (economics); Cancer; Psychological intervention; Chemotherapy; Nursing Interventions Classification","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":[0.0003494749,0.0001924804,0.0005387119,0.0001424416,0.0005158972,0.000284658,0.0001942352,0.0003395625,0.002839491],"category_scores_gemma":[0.00271683,0.0001193664,0.0004600434,0.0001614722,0.0002249978,0.000212275,0.0003524317,0.0008946741,0.0001204593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003940467,"about_ca_system_score_gemma":0.0007493348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002865065,"about_ca_topic_score_gemma":0.007655598,"domain_scores_codex":[0.9997992,0.00009452186,0.00001771302,0.00001734409,0.00002184308,0.00004941172],"domain_scores_gemma":[0.9991783,0.0003573959,0.000104559,0.00002591432,0.00005130835,0.0002824054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1247731,0.1059129,0.05942452,0.002089543,0.001362291,0.0002693867,0.003354254,0.0011193,0.005453859,0.0002988262,0.001920093,0.6940219],"study_design_scores_gemma":[0.04255475,0.2201385,0.7205814,0.0005956867,0.002816524,0.0001869409,0.004621939,0.002046878,0.00235144,0.0004796457,0.003549808,0.00007650311],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984842,0.000525718,0.00002300064,0.0001723469,0.00003995812,0.00006349645,0.00001620083,0.000003078071,0.0006719942],"genre_scores_gemma":[0.9986333,0.0005749686,0.0001928361,0.000124603,0.00002861159,0.00008723592,0.00002063898,7.487659e-7,0.0003370512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002865065,"threshold_uncertainty_score":0.009499013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05914622192536453,"score_gpt":0.4880239970610379,"score_spread":0.4288777751356734,"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."}}