{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001556404,0.0001140428,0.0002452782,0.0001045843,0.00005789943,0.000008328042,0.00005649649,0.00006687537,0.00001983823],"category_scores_gemma":[0.000003767731,0.0001140793,0.00002492864,0.0001215946,0.00003951799,0.00007968439,0.00001362559,0.00008133726,2.23684e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001202747,"about_ca_system_score_gemma":0.0001171211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004425506,"about_ca_topic_score_gemma":0.00004824378,"domain_scores_codex":[0.9992614,0.00004306519,0.0002551287,0.0002280711,0.00005395254,0.0001583709],"domain_scores_gemma":[0.9996177,0.0000977966,0.0001282354,0.00008121233,0.00004734354,0.00002771559],"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":[0.0002061141,0.0001243976,0.4192916,0.00003767504,0.0001026736,4.389092e-8,0.002397171,0.00002617363,0.003661226,0.0006196144,0.00009000535,0.5734433],"study_design_scores_gemma":[0.04538006,0.00245096,0.2604603,0.001621695,0.0001332314,0.000001706692,0.003352612,0.002566495,0.1584869,0.01042505,0.5137109,0.001410137],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7114256,0.000953142,0.2862894,0.0002239309,0.00008811023,0.0005284785,0.000009162497,0.00001645112,0.0004657205],"genre_scores_gemma":[0.7165167,0.0004031953,0.2825409,0.0001403755,0.00004717553,0.0002861975,0.00001582425,0.00001691309,0.00003280048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5720332,"threshold_uncertainty_score":0.4652021,"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."}}