{"id":"W4210628048","doi":"","title":"Evaluation of a Nurse-led Aftercare Intervention for Patients with Head and Neck Cancer Treated with Radiotherapy and Cisplatin or Cetuximab","year":2022,"lang":"en","type":"article","venue":"EUR Research Repository (Erasmus University Rotterdam)","topic":"Cancer survivorship and care","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Medicine; Intervention (counseling); Quality of life (healthcare); Nursing; Head and neck cancer; Physical therapy; Self-management; Oncology nursing; Radiation therapy; Social support; Internal medicine; Nurse education; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005891707,0.0001287935,0.0002489166,0.0002839998,0.00039904,0.00002747564,0.00008501458,0.00004044934,0.00009667296],"category_scores_gemma":[0.00001892208,0.0001048953,0.00004604415,0.0003737644,0.000146272,0.0001342032,0.00005264051,0.0002254907,8.597137e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008074969,"about_ca_system_score_gemma":0.0003067067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002476379,"about_ca_topic_score_gemma":0.002015495,"domain_scores_codex":[0.9976367,0.0005810231,0.0001343705,0.0003662821,0.001059267,0.0002223713],"domain_scores_gemma":[0.9985048,0.00008227527,0.00009600348,0.0002188667,0.0009775114,0.0001205389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06203321,0.0007921748,0.9002817,0.0005230893,0.0005495904,0.0001263294,0.006617303,0.00004635166,0.00166061,0.00001456676,0.0005611703,0.02679387],"study_design_scores_gemma":[0.08247206,0.0249787,0.865288,0.001122372,0.0008959266,0.00009996796,0.01316326,0.003450945,0.001847051,0.000008460105,0.006251636,0.0004216345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970543,0.0003853064,0.00004049391,0.0001993348,0.000057298,0.001795322,0.00008103115,0.00002089046,0.0003659999],"genre_scores_gemma":[0.9978681,0.00002511124,0.00009772689,0.00002066718,0.00003701032,0.00008022528,0.00005162732,0.00002294867,0.001796645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03499375,"threshold_uncertainty_score":0.4277504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03357737016406151,"score_gpt":0.3300399203128291,"score_spread":0.2964625501487677,"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."}}