{"id":"W4414574484","doi":"10.1016/j.ijrobp.2025.06.2534","title":"The Role of Preparatory Mobile App Breath-Hold Coaching for Left-Sided Breast Radiotherapy in Patient Preparedness and Anxiety","year":2025,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Anxiety; Radiation oncologist; Preparedness; Coaching; Distress; Session (web analytics); Radiation therapy; Cohort","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006788604,0.0001621,0.0002256858,0.0001262978,0.0005183089,0.0006000206,0.0003556689,0.0003839036,0.007119952],"category_scores_gemma":[0.005296664,0.00008149508,0.0002932123,0.00009580907,0.0001892601,0.0004113988,0.0005476946,0.000852531,0.0004777673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003311268,"about_ca_system_score_gemma":0.001594515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001526365,"about_ca_topic_score_gemma":0.004293389,"domain_scores_codex":[0.9996636,0.000150205,0.00001330178,0.00004462669,0.000043321,0.00008488905],"domain_scores_gemma":[0.9977801,0.001385815,0.0001615668,0.0000430071,0.00009639471,0.0005331686],"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":[0.006775111,0.02470028,0.0510623,0.001083386,0.0002271145,0.0002408389,0.006642452,0.0004371087,0.003959356,0.0005989352,0.006576301,0.8976969],"study_design_scores_gemma":[0.006038629,0.04886626,0.8514616,0.003199395,0.001686034,0.001211989,0.02900367,0.007821866,0.006271924,0.003835225,0.04039229,0.0002111816],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864819,0.0008689347,0.001205429,0.001957834,0.0001753364,0.0003514711,0.00007406007,0.0001057939,0.008779237],"genre_scores_gemma":[0.993401,0.0004842795,0.003348339,0.0006955393,0.00004690135,0.0003463771,0.00004476046,0.00001148069,0.001621338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007119952,"threshold_uncertainty_score":0.02381861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01080689983080935,"score_gpt":0.3630725609794803,"score_spread":0.352265661148671,"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."}}