{"id":"W3214221886","doi":"10.1016/j.jgo.2021.11.001","title":"Geriatric assessment with management for older patients with cancer receiving radiotherapy. Protocol of a Norwegian cluster-randomised controlled pilot study","year":2021,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Faculty of Medicine and Health, University of Sydney; Sykehuset Innlandet HF; Fakultet for medisin og helsevitenskap, Norges Teknisk-Naturvitenskapelige Universitet; Norges Teknisk-Naturvitenskapelige Universitet; Kreftforeningen","keywords":"Medicine; Quality of life (healthcare); Cluster randomised controlled trial; Physical therapy; Norwegian; Palliative care; Intervention (counseling); Protocol (science); Randomized controlled trial; Health care; Family medicine; Nursing; Alternative medicine; Surgery","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":[0.01276243,0.003209731,0.006856975,0.001010951,0.002205763,0.001820841,0.00213708,0.003318893,0.02518774],"category_scores_gemma":[0.01112957,0.001798212,0.00385943,0.001501633,0.002259339,0.001343311,0.001349821,0.003112847,0.002523916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004802944,"about_ca_system_score_gemma":0.01150348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01046642,"about_ca_topic_score_gemma":0.01601931,"domain_scores_codex":[0.9921131,0.004676487,0.0009858324,0.0006905609,0.0006027241,0.0009312579],"domain_scores_gemma":[0.9947537,0.001213029,0.001286186,0.0006205656,0.0009461069,0.001180447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.970394,0.01223925,0.0007432863,0.003620926,0.0009493136,0.00005966439,0.000269803,0.001006784,0.0008098836,0.000324495,0.002023046,0.007559626],"study_design_scores_gemma":[0.9651784,0.02897777,0.002405665,0.0002477165,0.0004531824,0.00001416662,0.00006760571,0.000335166,0.0001366975,0.0002134147,0.001937011,0.00003314669],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.07622847,0.0006144029,0.001520848,0.0002783907,0.0004791064,0.9164869,0.002474163,0.0001056247,0.001812021],"genre_scores_gemma":[0.05328285,0.0003303564,0.003901774,0.0002774858,0.0001175105,0.9405815,0.0005727551,0.000007989514,0.0009277867],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02518774,"threshold_uncertainty_score":0.08426136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135506827763914,"score_gpt":0.3374715712425368,"score_spread":0.3239208884661454,"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."}}