{"id":"W4283816736","doi":"10.1007/s11912-022-01304-1","title":"Cancer Prehabilitation in Practice: the Current Evidence","year":2022,"lang":"en","type":"review","venue":"Current Oncology Reports","topic":"Cancer survivorship and care","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Prehabilitation; Medicine; Cancer; Physical therapy; Psychological intervention; Oncology; 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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002393633,0.000393295,0.00162816,0.0002424007,0.0001195208,0.00002104115,0.000202751,0.0001974727,0.0006320446],"category_scores_gemma":[0.003266601,0.0002654548,0.0005472304,0.0008346824,0.0001548069,0.0001523253,0.0002353572,0.002495597,0.00001508809],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003223442,"about_ca_system_score_gemma":0.006904105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002553294,"about_ca_topic_score_gemma":0.0006881827,"domain_scores_codex":[0.9955202,0.001197432,0.001401076,0.0008474414,0.0006580662,0.0003758259],"domain_scores_gemma":[0.9946498,0.00258148,0.001517709,0.0009334761,0.0001900976,0.0001273871],"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":[0.00002771207,0.0003945164,0.0008393311,0.01451736,0.00007771562,0.0003856371,0.001030699,0.000001210947,2.002517e-8,0.00001699315,0.005689989,0.9770188],"study_design_scores_gemma":[0.0001174582,0.0002428097,0.0002409067,0.01968813,0.002425443,0.001147268,0.0001931608,0.000001292072,3.354912e-8,0.0000308644,0.9757156,0.0001970012],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003574208,0.9763241,0.000003818448,0.001017118,0.01851207,0.002991291,0.00001391748,0.00004794589,0.001053991],"genre_scores_gemma":[0.00006939049,0.9925195,0.000009801219,0.00009429895,0.0008056647,0.006184165,0.0001403558,0.00004538504,0.0001314339],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9768218,"threshold_uncertainty_score":0.9999798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2364264901539598,"score_gpt":0.5421728259984674,"score_spread":0.3057463358445076,"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."}}