{"id":"W7116691770","doi":"10.1002/pon.70369","title":"Development and Validation of a Rapid Screening Measure for Mask Anxiety in Head and Neck Cancer Patients Undergoing Radiotherapy","year":2025,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et Services Sociaux de Chaudière-Appalache; Bausch Health (Canada); Université Laval; Université de Montréal; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Centre Hospitalier de l’Université de Montréal","funders":"Université de Montréal","keywords":"Head and neck cancer; Radiation therapy; Anxiety; Measure (data warehouse); Head and neck; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005003716,0.0004557923,0.0005112715,0.000957959,0.0002860391,0.0006134781,0.0005450342,0.0005563746,0.00128426],"category_scores_gemma":[0.01179338,0.0002796505,0.0009531879,0.0004376295,0.0002341921,0.0005697086,0.000781177,0.0006422731,0.0004179952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004764995,"about_ca_system_score_gemma":0.0009912079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001310624,"about_ca_topic_score_gemma":0.002387015,"domain_scores_codex":[0.997116,0.001355867,0.0004117697,0.0001927669,0.0007681943,0.0001553777],"domain_scores_gemma":[0.9944744,0.001985628,0.001588221,0.0002561416,0.001441194,0.0002544356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006880515,0.001583039,0.9013421,0.0003918482,0.0002403409,0.00009376371,0.0008374198,0.0004931672,0.003662514,0.000109476,0.00133748,0.0892207],"study_design_scores_gemma":[0.0001715745,0.003853132,0.9906674,0.0001073152,0.00008667774,0.0002799863,0.0004683099,0.001896153,0.0008404065,0.00005188327,0.001552972,0.00002419125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919615,0.0006712308,0.003358014,0.0002579551,0.00007645578,0.001657667,0.0008131946,0.00004187554,0.001162018],"genre_scores_gemma":[0.9818016,0.0005260407,0.01346559,0.0002105671,0.00005243099,0.002016795,0.001339469,0.000009098463,0.0005783663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005003716,"threshold_uncertainty_score":0.0264625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01997545644673953,"score_gpt":0.3436754845205375,"score_spread":0.3237000280737979,"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."}}