{"id":"W4391655881","doi":"10.1016/j.clon.2024.02.002","title":"Prehabilitation for Patients with Cancer Undergoing Radiation Therapy: a Scoping Review","year":2024,"lang":"en","type":"review","venue":"Clinical Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"Trinity College Dublin","keywords":"Prehabilitation; Medicine; Radiation therapy; Chemoradiotherapy; Cancer; Lung cancer; Psychological intervention; Physical therapy; Colorectal cancer; Oncology; Surgery; Internal medicine; Nursing","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":[0.0009022657,0.0002837359,0.002759148,0.00008500908,0.00003792403,0.00001173217,0.00009461359,0.0005035894,0.00009834546],"category_scores_gemma":[0.00112131,0.0001766532,0.0007998602,0.0002869145,0.00009195595,0.00004293202,0.00002901875,0.0004918643,0.00003206176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005737945,"about_ca_system_score_gemma":0.004936183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002166829,"about_ca_topic_score_gemma":0.0005552844,"domain_scores_codex":[0.9972962,0.0003875557,0.001322825,0.0005920462,0.0001817912,0.0002195846],"domain_scores_gemma":[0.9950178,0.003697707,0.0005951286,0.000313093,0.0002443939,0.0001318241],"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":[0.00009224318,0.0001360631,0.0002167132,0.2358145,0.0002459996,0.00000163575,0.00002586557,2.875224e-8,9.416082e-10,0.00001484297,0.002538239,0.7609138],"study_design_scores_gemma":[0.0009203542,0.002687768,0.00007001949,0.3699197,0.002903137,0.000001424034,0.000003078772,5.881209e-7,4.921967e-9,0.0000156988,0.6233554,0.000122831],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001787709,0.9886971,0.00004184007,0.0007672332,0.002560454,0.007555053,0.00004905566,0.00005828281,0.0002531188],"genre_scores_gemma":[0.000005637688,0.9930722,0.0001786464,0.001764046,0.001040661,0.003183531,0.0004439747,0.00007492511,0.0002364167],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.760791,"threshold_uncertainty_score":0.8756577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1806022399661035,"score_gpt":0.5466713704534304,"score_spread":0.3660691304873269,"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."}}